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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

click to expand

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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Active: "As an Indian, is the …" 4,309 comments · Page 28 of 173
So has a black American the Indians win by default, haha I agree with him. We don't want Africans or Muslims. Pick your poison. Every African I've had to work with was a complete nightmare. …
So has a black American the Indians win by default, haha I agree with him. We don't want Africans or Muslims. Pick your poison. Every African I've had to work with was a complete nightmare. My Wife is Japanese and works as a Firmware engineer here in Tokyo. She's always saying how the Indians even scam at work by using others work.
Identity Attack0.6220118
Insult0.44802538
Profanity0.29209393
Threat0.049774777
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.765 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian ....?? I am damn sure they identify themselves as khalistani
Indian ....?? I am damn sure they identify themselves as khalistani
Identity Attack0.5135796
Insult0.40243408
Profanity0.4989438
Threat0.015602129
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.347 Identity Attack Unverified_Claim
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Keep Canada Clean...deport Indians 👍
Keep Canada Clean...deport Indians 👍
Identity Attack0.6458014
Insult0.3486032
Profanity0.079025
Threat0.13363713
Severe Toxicity0.06488878
Moderate 0.56269526 Low Con 0.236 Identity Attack Call_To_Action
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
4:53 live in Montreal and you’ll understand why he says the Muslims and Africans are worse than the Indians…
4:53 live in Montreal and you’ll understand why he says the Muslims and Africans are worse than the Indians…
Identity Attack0.6649212
Insult0.42367843
Profanity0.16869035
Threat0.012906751
Severe Toxicity0.038593806
Moderate 0.56269526 Moderate Con 0.401 Identity Attack Identity_Assertion
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
Rule number one: Do not ever let Chineses and Indians into your country
Rule number one: Do not ever let Chineses and Indians into your country
Identity Attack0.65625757
Insult0.28586254
Profanity0.18786818
Threat0.13515437
Severe Toxicity0.16960317
Moderate 0.56269526 Low Con 0.108 Identity Attack Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
1:30 "This Indian influx is re-tar-dead and I don't want to be interviewed"
1:30 "This Indian influx is re-tar-dead and I don't want to be interviewed"
Identity Attack0.5135796
Insult0.4986907
Profanity0.41255033
Threat0.1954604
Severe Toxicity0.23223771
Moderate 0.56269526 Moderate Con 0.301 Identity Attack Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Why what?? Why am I indian and your write?? Is that your dumb question at the end of this ?
Why what?? Why am I indian and your write?? Is that your dumb question at the end of this ?
Identity Attack0.22935481
Insult0.5588244
Profanity0.29984993
Threat0.008841781
Severe Toxicity0.023076924
Moderate 0.56269526 Moderate Con 0.308 Insult
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like …
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like the Muslims and Africans in Dearborn MI. furthermore they actually do contribute to the economy unlike Somalis
Identity Attack0.5548181
Insult0.489133
Profanity0.48510036
Threat0.020782012
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.655 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
There is no more Canada soon. It will run by Indians in the near future. Liberal party has fcked Canada.
There is no more Canada soon. It will run by Indians in the near future. Liberal party has fcked Canada.
Identity Attack0.48915586
Insult0.47630358
Profanity0.48510036
Threat0.017674083
Severe Toxicity0.11756202
Moderate 0.56269526 Low Con 0.229 Fear_Threat
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back and my life I feel am surrounded by unfriendliness THANKS FOR READING. I also work for a company that hires them sometimes I am a minority in my own surrounded by Turbans and Muslims its so fucking wierd.
Identity Attack0.5135796
Insult0.41530323
Profanity0.570067
Threat0.013010317
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.615 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I feel that white guy around 8:21 is not very clever. Afrains at least do not take a lot of power, whilst Indians will manipulate you white guys and treate you as a slave once …
I feel that white guy around 8:21 is not very clever. Afrains at least do not take a lot of power, whilst Indians will manipulate you white guys and treate you as a slave once they become majority, play with your vote system game and maitrise the power. Also, rape is in the gene, read the lizard story. Good luck, anglosaxons.
Identity Attack0.5548181
Insult0.4718924
Profanity0.36230123
Threat0.2836219
Severe Toxicity0.17009245
Moderate 0.55739564 Moderate Con 0.368 Identity Attack Identity_Assertion
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
That's how pissed the original "Indians" were when these white hicks showed up 150+ years ago.
That's how pissed the original "Indians" were when these white hicks showed up 150+ years ago.
Identity Attack0.5698139
Insult0.5130944
Profanity0.39409557
Threat0.019918699
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.257 Identity Attack Insult
Oct 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
All Indians should go back to their country, the time for returning home has come.
All Indians should go back to their country, the time for returning home has come.
Identity Attack0.6007182
Insult0.36709076
Profanity0.15019037
Threat0.11616269
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.253 Identity Attack Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Those Indians girls be so horny they be hot and ready when they come here and see different flavor men keep the women semd back the men
Those Indians girls be so horny they be hot and ready when they come here and see different flavor men keep the women semd back the men
Identity Attack0.44690517
Insult0.28997475
Profanity0.4170448
Threat0.0824309
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.284 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Auckland, New Zealand. My home town. Totally attacked by the Indians. Some of the previously precious suburbans of Auckland are now called Little India. Rubbish everywhere, beyond reality. Aucklanders are moving away, losing money on …
Auckland, New Zealand. My home town. Totally attacked by the Indians. Some of the previously precious suburbans of Auckland are now called Little India. Rubbish everywhere, beyond reality. Aucklanders are moving away, losing money on their mortgages. It's shocking! Stop immigration !!!!
Identity Attack0.5680164
Insult0.5072643
Profanity0.15459715
Threat0.016465442
Severe Toxicity0.024772761
Moderate 0.55739564 Constructive 0.659 Identity Attack Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
My beautiful country is starting to disappear😥, Indians are everywhere in every city and every province. They have destroyed everything.
My beautiful country is starting to disappear😥, Indians are everywhere in every city and every province. They have destroyed everything.
Identity Attack0.6007182
Insult0.38852
Profanity0.240511
Threat0.13815513
Severe Toxicity0.21596274
Moderate 0.55739564 Moderate Con 0.43 Identity Attack
Sep 30, 2025 1 likes IRCC Names India in Study …
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in …
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in illegally or is overstaying their visit.
Identity Attack0.55803186
Insult0.47020787
Profanity0.5013569
Threat0.3297989
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.579 Identity Attack Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Complaining about Indians in Canada is next level dumbness when the county is like 90% white European colonisers that invaded the land. As a native, yeah, I prefer the Indians.
Complaining about Indians in Canada is next level dumbness when the county is like 90% white European colonisers that invaded the land. As a native, yeah, I prefer the Indians.
Identity Attack0.5485698
Insult0.5678696
Profanity0.1719469
Threat0.008427517
Severe Toxicity0.023076924
Moderate 0.55739564 Moderate Con 0.414 Identity Attack Insult Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
How tf Africans catch a stray on a video about Indian immigrants? 😅
How tf Africans catch a stray on a video about Indian immigrants? 😅
Identity Attack0.55044734
Insult0.38406035
Profanity0.44752163
Threat0.029587816
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.217 Identity Attack Humor_Satire
Jan 27, 2026 31 likes Inside Canada's Indian Invasion...
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! …
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! BROOO 😂
Identity Attack0.41975367
Insult0.2838064
Profanity0.61633086
Threat0.03649433
Severe Toxicity0.18538254
Moderate 0.55739564 Constructive 0.596 Humor_Satire
Mar 3, 2026 Inside Canada's Indian Invasion...
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a Came Canada
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a Came Canada
Identity Attack0.6007182
Insult0.5130944
Profanity0.12374964
Threat0.050744623
Severe Toxicity0.08332442
Moderate 0.55739564 Moderate Con 0.31 Identity Attack Insult Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
As an Indian from India: We sincerely hate such illegals too.
As an Indian from India: We sincerely hate such illegals too.
Identity Attack0.58743036
Insult0.39743927
Profanity0.25093055
Threat0.053330876
Severe Toxicity0.048457388
Moderate 0.5566829 Moderate Con 0.496 Identity Attack
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are racist period. They hire themselves. There is a lot of discrimination beef between their caste.
Indians are racist period. They hire themselves. There is a lot of discrimination beef between their caste.
Identity Attack0.5983441
Insult0.46625584
Profanity0.22522148
Threat0.013702838
Severe Toxicity0.09649272
Moderate 0.5566829 Low Con 0.216 Identity Attack
Nov 28, 2025 Inside Canada's Indian Metropolis (Brampton)
If you don't like indians give visa to muslims then 😂😂😂 they will f you up
If you don't like indians give visa to muslims then 😂😂😂 they will f you up
Identity Attack0.55044734
Insult0.36798462
Profanity0.3938786
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.5566829 Low Con 0.146 Identity Attack Humor_Satire
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
They hire managers that are Indian and then they hire all Indians. Start boycotting these businesses people. Start pushing the government to deport. This is ridiculous.
They hire managers that are Indian and then they hire all Indians. Start boycotting these businesses people. Start pushing the government to deport. This is ridiculous.
Identity Attack0.44690517
Insult0.5678696
Profanity0.19401662
Threat0.016465442
Severe Toxicity0.022710243
Moderate 0.5566829 Low Con 0.249 Insult Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …

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.