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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
Active: "They are not indian they …" 4,309 comments · Page 33 of 173
Really,,as an Indian I feel very bad,,, indians are destroying the canada.
Really,,as an Indian I feel very bad,,, indians are destroying the canada.
Identity Attack0.6007182
Insult0.35849577
Profanity0.13785136
Threat0.08703069
Severe Toxicity0.02402156
Moderate 0.52272606 Constructive 0.51 Identity Attack Identity_Assertion
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
These d1rt Indians buys up all the dunkin donuts, subways, citgo and change prices and never honor coupons. Boycott all Indian owned franchises
These d1rt Indians buys up all the dunkin donuts, subways, citgo and change prices and never honor coupons. Boycott all Indian owned franchises
Identity Attack0.5548181
Insult0.4810288
Profanity0.27139977
Threat0.06561559
Severe Toxicity0.16960317
Moderate 0.52272606 Moderate Con 0.322 Identity Attack Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
Now you know how I feel in the UK....I caught the bus home from work yesterday and I actually counted how many white people were on the bus.....there were me and one other person an …
Now you know how I feel in the UK....I caught the bus home from work yesterday and I actually counted how many white people were on the bus.....there were me and one other person an the other 16 were either indian Pakistani or black...I'm now a foreigner now in my own country....I hate and am not proud to be British anymore 😢😢😢
Identity Attack0.57150364
Insult0.3388922
Profanity0.2564132
Threat0.030623792
Severe Toxicity0.12282934
Moderate 0.52139956 Constructive 0.632 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian are better than muslim and africans. at least they are peaceful
Indian are better than muslim and africans. at least they are peaceful
Identity Attack0.6320481
Insult0.35849577
Profanity0.20483992
Threat0.014220826
Severe Toxicity0.13336399
Moderate 0.52139956 Low Con 0.197 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
what are you looking native indians in canada wht ain talking about damt native indians of canada
what are you looking native indians in canada wht ain talking about damt native indians of canada
Identity Attack0.4911651
Insult0.46173862
Profanity0.4242778
Threat0.016120117
Severe Toxicity0.12282934
Moderate 0.52139956 Low Con 0.216 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
79k .indian. fraud student just a fraction of million. Fraud student visas.indian are scammers.they are just hiding in diff remote places.in canada.
79k .indian. fraud student just a fraction of million. Fraud student visas.indian are scammers.they are just hiding in diff remote places.in canada.
Identity Attack0.5504064
Insult0.5130944
Profanity0.12639372
Threat0.012647836
Severe Toxicity0.02420936
Moderate 0.52139956 Low Con 0.24 Identity Attack Insult Unverified_Claim
Nov 3, 2025 IRCC Names India in Study …
At least indians are not robbing and looting like how these whites did to us. 😂
At least indians are not robbing and looting like how these whites did to us. 😂
Identity Attack0.58743036
Insult0.4125297
Profanity0.24631839
Threat0.054624002
Severe Toxicity0.05832097
Moderate 0.52139956 Low Con 0.22 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I always feel bad for the assimilated immigrants. Imagine you leave your country because the culture is dump garbage in neighbors yard, so you figure you will just move to a place that fits your …
I always feel bad for the assimilated immigrants. Imagine you leave your country because the culture is dump garbage in neighbors yard, so you figure you will just move to a place that fits your idea more and then they f-king follow you to whatever country you go... I left USA to get away from commie patriots who think they are capitalist, now the Alt-left who identifies as right-wing is here too... might move to India once all the Indians left. 🤣
Identity Attack0.55044734
Insult0.47787863
Profanity0.43554106
Threat0.023026628
Severe Toxicity0.16960317
Moderate 0.52139956 Moderate Con 0.364 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I am Indian, and I request that Canada and the USA deport Indians back to India. No country should feel as though it is being invaded or colonised by people who do not belong there.... …
I am Indian, and I request that Canada and the USA deport Indians back to India. No country should feel as though it is being invaded or colonised by people who do not belong there.... This is stupidity...I did my Masters in London for two years. I promised myself that I would make friends only with students from the UK, Europe, and other countries—except India, experience their culture and then return to India once my studies were finished. I did exactly that.
Identity Attack0.49855098
Insult0.5270482
Profanity0.25915453
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.52139956 Constructive 0.637 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus …
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus clown carney where he plans to invite a total of 65 million muslims from africa, middle east and the third world making our population 100,000,000. we will be outnumbered by indians from india, middle east, and Africans. The problem with any immigration is when we only take the best and the brightest we are stealing away the future from those nations, when we take in the illeterate we are burden by their tribal backward ideologies, and have to care for these people from cradle to grave as they will never be able to compete in an open job market where every grade three student has a better education than they. We MUST send them all home. ALL OF THEM. Why are we allowing a man who hasn't lived in Canada for over thirty years, a man whos primary residence is in New York state to be leader? He's not truly Canadian, and shouldn't have been allowed to enter public office.
Identity Attack0.44690517
Insult0.5130944
Profanity0.1413768
Threat0.49142194
Severe Toxicity0.15443328
Moderate 0.52007306 Moderate Con 0.431 Insult Unverified_Claim
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …
The indians and Africans have brought pure chaos to the roads of every city in canada
The indians and Africans have brought pure chaos to the roads of every city in canada
Identity Attack0.6227552
Insult0.37279442
Profanity0.14049543
Threat0.022681303
Severe Toxicity0.044870634
Moderate 0.52007306 Low Con 0.224 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
08:44 I never made this realization until now. I always had a hard time concieving how many car/truck accidents are caused by Indian foreigners. This actually makes alot of sense. WTF
08:44 I never made this realization until now. I always had a hard time concieving how many car/truck accidents are caused by Indian foreigners. This actually makes alot of sense. WTF
Identity Attack0.4911651
Insult0.34392178
Profanity0.45190978
Threat0.030623792
Severe Toxicity0.09912638
Moderate 0.52007306 Constructive 0.503
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are corrupt. These are facts. The new ones coming from india are definitely ruining it for the older migrated ones from 80's
Indians are corrupt. These are facts. The new ones coming from india are definitely ruining it for the older migrated ones from 80's
Identity Attack0.5689151
Insult0.47384647
Profanity0.22663295
Threat0.018710058
Severe Toxicity0.045767322
Moderate 0.52007306 Moderate Con 0.38 Identity Attack Unverified_Claim
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian is alway good but american are bad and double standard man
Indian is alway good but american are bad and double standard man
Identity Attack0.58743036
Insult0.4339631
Profanity0.22429734
Threat0.011042561
Severe Toxicity0.04397394
Moderate 0.52007306 Low Con 0.259 Identity Attack Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
East Indian Canadians are the most racist people Ive experienced. They seem to hold a real grudge towards first nation Canadians and really seek them out to abuse them.
East Indian Canadians are the most racist people Ive experienced. They seem to hold a real grudge towards first nation Canadians and really seek them out to abuse them.
Identity Attack0.57150364
Insult0.46327567
Profanity0.08904689
Threat0.038911607
Severe Toxicity0.02406851
Moderate 0.52007306 Constructive 0.518 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians are the raciest people
Indians are the raciest people
Identity Attack0.57554024
Insult0.4196762
Profanity0.22792831
Threat0.01187109
Severe Toxicity0.13073033
Moderate 0.52007306 Low Con 0.193 Identity Attack Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
"they cant even be a cashier" omfg white racist guy on the bike is not so off on that one lmao. I work retail and I had to train an indian woman who had been …
"they cant even be a cashier" omfg white racist guy on the bike is not so off on that one lmao. I work retail and I had to train an indian woman who had been living in canada for over a year atp and months into her working with me I had to teach her that a dollar had 100 cents in it.. I have no idea how she managed to live here for so long or why tf my manager even hired her
Identity Attack0.49584505
Insult0.47384647
Profanity0.39409557
Threat0.011715741
Severe Toxicity0.04666401
Moderate 0.52007306 Constructive 0.62 Personal_Narrative
Feb 4, 2026 Inside Canada's Indian Invasion...
Remigration now. And to all the Africans and the Muslims trying to cozy upto us White folks, because you happen to hate Indians, please understand that you're next on the deportation list.
Remigration now. And to all the Africans and the Muslims trying to cozy upto us White folks, because you happen to hate Indians, please understand that you're next on the deportation list.
Identity Attack0.6007182
Insult0.37506318
Profanity0.18786818
Threat0.13279422
Severe Toxicity0.05025077
Moderate 0.52007306 Low Con 0.259 Identity Attack Identity_Assertion
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
This video was a hitjob to target indians
This video was a hitjob to target indians
Identity Attack0.48915586
Insult0.36021477
Profanity0.38845423
Threat0.11616269
Severe Toxicity0.16960317
Moderate 0.52007306 Low Con 0.193
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why are Indians flooding into every western country? They need to sort out their own country rather than being cuckoos in other countries.
Why are Indians flooding into every western country? They need to sort out their own country rather than being cuckoos in other countries.
Identity Attack0.55044734
Insult0.50440645
Profanity0.36230123
Threat0.018019408
Severe Toxicity0.16960317
Moderate 0.52007306 Low Con 0.192 Identity Attack Insult Identity_Assertion
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Indian born citizen of The USA. I love my country The United States of America. I support this content expose them Indians who are ungrateful and rape there country God bless The USA …
As a Indian born citizen of The USA. I love my country The United States of America. I support this content expose them Indians who are ungrateful and rape there country God bless The USA and Nothern Usa aka Canada.
Identity Attack0.56711763
Insult0.43450394
Profanity0.33453682
Threat0.44942492
Severe Toxicity0.3247677
Moderate 0.52007306 Constructive 0.505 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Some of the recent Indian parasites be the Gujus and South Indians. But in general they contribute to society, in comparison to some other immigrant waves like the bike guy mentioned.
Some of the recent Indian parasites be the Gujus and South Indians. But in general they contribute to society, in comparison to some other immigrant waves like the bike guy mentioned.
Identity Attack0.55044734
Insult0.5423875
Profanity0.2761231
Threat0.012854968
Severe Toxicity0.07542343
Moderate 0.52007306 Moderate Con 0.464 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
I think Indians should come back to India and Muslims should go there, then everything will be fine.
I think Indians should come back to India and Muslims should go there, then everything will be fine.
Identity Attack0.5983441
Insult0.3388922
Profanity0.18233459
Threat0.06820184
Severe Toxicity0.16960317
Moderate 0.52007306 Low Con 0.293 Identity Attack
Nov 9, 2025 Inside Canada's Indian Metropolis (Brampton)
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute …
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute joke
Identity Attack0.5135796
Insult0.47020787
Profanity0.39670458
Threat0.013010317
Severe Toxicity0.13336399
Moderate 0.51980776 Low Con 0.289 Identity Attack Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
monroe township is crazy with indians
monroe township is crazy with indians
Identity Attack0.55044734
Insult0.44464502
Profanity0.2801717
Threat0.012906751
Severe Toxicity0.023974609
Moderate 0.51980776 Low Con 0.261 Identity Attack Identity_Assertion
Feb 8, 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.