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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: "They are not Indians but …" 4,309 comments · Page 136 of 173
I thought that Canada is an Indian country 😂
I thought that Canada is an Indian country 😂
Identity Attack0.27510223
Insult0.06267534
Profanity0.040158957
Threat0.006641001
Severe Toxicity0.006790161
Low Tox 0.2043827 Moderate Con 0.36 Humor_Satire
Dec 24, 2025 IRCC Names India in Study …
These immigrants are making life harder for regular Canadians in multiple ways. They often live and work without any legal documentation, supported by landlords and employers who are complicit in these illegal arrangements. This leads …
These immigrants are making life harder for regular Canadians in multiple ways. They often live and work without any legal documentation, supported by landlords and employers who are complicit in these illegal arrangements. This leads to unsafe housing conditions and unregulated workplaces. On the roads, many pay Indian-owned driving schools to bypass the proper tests, and then drive without registration or insurance, contributing to hit-and-runs, unsafe roads, and higher insurance premiums for everyone. In housing, the high number of newcomers increases demand, driving up prices and making it harder for Canadians to afford homes. In employment, corporations like "Singh" Hortons prefer hiring these workers who will accept lower pay, no benefits, and longer, illegal shifts, leaving Canadian youth with fewer job opportunities. Overall, these practices are making life significantly harder for regular Canadians.
Identity Attack0.21866
Insult0.0818789
Profanity0.01846078
Threat0.008259222
Severe Toxicity0.005836487
Low Tox 0.20335422 Constructive 0.642 Economic_Argument
Sep 30, 2025 IRCC Names India in Study …
CBSA has over 5,000 Indians that they are trying to expel for criminal activity but India is refusing to take back their criminal element.
CBSA has over 5,000 Indians that they are trying to expel for criminal activity but India is refusing to take back their criminal element.
Identity Attack0.22063516
Insult0.083359696
Profanity0.025360947
Threat0.017328756
Severe Toxicity0.005569458
Low Tox 0.20335422 Moderate Con 0.404 Unverified_Claim
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
A white lady asked an Indian lady about Indian students
A white lady asked an Indian lady about Indian students
Identity Attack0.23391083
Insult0.03566399
Profanity0.07449899
Threat0.012078222
Severe Toxicity0.0066375732
Low Tox 0.20312156 Moderate Con 0.375
Oct 1, 2025 1 likes IRCC Names India in Study …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them yearly for visa health fee etc. and as soon contract finishes send them back home or keep good ones who are beneficial to your economy give them citizenship. Such a big country like Canada that is going thru housing crisis...shame it is called first world country. Indians can help you in a big way to sort your healthcare woes. YES INDIA AND ONLY INDIA OR TO SOME EXTENT PHILLIPINES CAN PROVIDE YOU ENGLISH EDUCATED LAW ABIDING MAN POWER.
Identity Attack0.18468912
Insult0.082866095
Profanity0.024267852
Threat0.007974415
Severe Toxicity0.0062179565
Low Tox 0.20312156 Constructive 0.709
Oct 2, 2025 IRCC Names India in Study …
They even brought the Indian street driving culture into Brampton … lol
They even brought the Indian street driving culture into Brampton … lol
Identity Attack0.19890837
Insult0.06250052
Profanity0.045419596
Threat0.010447056
Severe Toxicity0.0065231323
Low Tox 0.2028889 Low Con 0.176 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Identity Attack0.16373143
Insult0.07967083
Profanity0.018392462
Threat0.009385503
Severe Toxicity0.0048446655
Low Tox 0.2028889 Constructive 0.68 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I just came from there about a week and a half ago and im originally from o puerto rico living in FL and went into a store to buy diapers for my son and it …
I just came from there about a week and a half ago and im originally from o puerto rico living in FL and went into a store to buy diapers for my son and it was all India even the signs in Indian and I really felt like an alien as everyone looked at me like I was not from this planet lol not to offend anyone but I won't be back any time soon.
Identity Attack0.18235919
Insult0.0654725
Profanity0.13608865
Threat0.011379151
Severe Toxicity0.010223389
Low Tox 0.2028889 Constructive 0.678 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of …
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of indians have been allowed in the country in record numbers. There is so much fraud in the government with their diploma mills, drug trafficking and employment scams. This video could have been so much bigger and exposed the corruption in the Canadian government. This is not what Canadians want
Identity Attack0.16373143
Insult0.09563028
Profanity0.017436003
Threat0.007301235
Severe Toxicity0.004425049
Low Tox 0.2028889 Constructive 0.698 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im in Canada an I went Brampton and at one bustop their was like 80 indians and like two white people
Im in Canada an I went Brampton and at one bustop their was like 80 indians and like two white people
Identity Attack0.27701542
Insult0.03768798
Profanity0.057944927
Threat0.01119791
Severe Toxicity0.006752014
Low Tox 0.2028889 Moderate Con 0.424 Fear_Threat
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian I sincerely feel sorry for the Canadians 😢 I can feel their pain . This is irreparable. Feeling alien in their own land
As an Indian I sincerely feel sorry for the Canadians 😢 I can feel their pain . This is irreparable. Feeling alien in their own land
Identity Attack0.23163283
Insult0.06529768
Profanity0.017026093
Threat0.0072753434
Severe Toxicity0.0045394897
Low Tox 0.20265625 Constructive 0.543 Fear_Threat
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Sikh indians are the best kind. They should have priority to live in brampton
Sikh indians are the best kind. They should have priority to live in brampton
Identity Attack0.22631748
Insult0.04383647
Profanity0.060951006
Threat0.013631714
Severe Toxicity0.010528564
Low Tox 0.20265625 Moderate Con 0.363
Jan 13, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
So After Tyler Found Zero Illegal Activity In Kiryas Joel He goes after the Indians 😂😂😂😂
So After Tyler Found Zero Illegal Activity In Kiryas Joel He goes after the Indians 😂😂😂😂
Identity Attack0.18391247
Insult0.06599696
Profanity0.040409464
Threat0.011042561
Severe Toxicity0.0073623657
Low Tox 0.20265625 Low Con 0.106 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is not Jews,Indians,Somalis the problem is western civilisation stopped growing in number because of birth control. When people come from elsewhere to work legally then you say come but keep your culture and …
The problem is not Jews,Indians,Somalis the problem is western civilisation stopped growing in number because of birth control. When people come from elsewhere to work legally then you say come but keep your culture and religion back home yet its not possible...The future is Eastern regardless of land and country
Identity Attack0.26494437
Insult0.043250903
Profanity0.045419596
Threat0.009722093
Severe Toxicity0.00831604
Low Tox 0.20265625 Low Con 0.296 Identity_Assertion
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian …
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian culture and love it. I've called this country my home for the last 40yrs and wouldn't want to live anywhere else. We live by the rules and laws of this Country as all other immigrant SHOULD. I hated it just as much when new immigrants come and try to impose their culture and way of life on us then complain when they meet resistance. It's simple, if you are planning to go live in a foreign country and you don't like or think you can handle the culture, then you shouldn't move there.
Identity Attack0.1808059
Insult0.0838533
Profanity0.03339528
Threat0.009230154
Severe Toxicity0.006713867
Low Tox 0.20265625 Constructive 0.857 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Well i hope millions more Indians move to Canada.
Well i hope millions more Indians move to Canada.
Identity Attack0.27340925
Insult0.039151907
Profanity0.019553876
Threat0.0075083673
Severe Toxicity0.0051116943
Low Tox 0.20265625 Moderate Con 0.308 Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
6:10 66 ILLEGAL DRIVING schools shut down in Brampton my moms Indian friend moved to my small town and literally told us half her family bought there license
6:10 66 ILLEGAL DRIVING schools shut down in Brampton my moms Indian friend moved to my small town and literally told us half her family bought there license
Identity Attack0.11163961
Insult0.034341812
Profanity0.055940874
Threat0.014220826
Severe Toxicity0.010299683
Low Tox 0.20242359 Moderate Con 0.453 Unverified_Claim
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Foreign indian colony is faaaar better then here indian colonies with no facilities like home built in grid pattern, solid roads, footpaths & traffic rules and many more things.
Foreign indian colony is faaaar better then here indian colonies with no facilities like home built in grid pattern, solid roads, footpaths & traffic rules and many more things.
Identity Attack0.23846684
Insult0.06617179
Profanity0.025907494
Threat0.0074824756
Severe Toxicity0.007209778
Low Tox 0.20242359 Moderate Con 0.38
Sep 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
jews love the indians
jews love the indians
Identity Attack0.24074486
Insult0.04969218
Profanity0.08096472
Threat0.008738215
Severe Toxicity0.009765625
Low Tox 0.20242359 Low Con 0.196 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
It's funny how Colonizers talk about indians living in canada.
It's funny how Colonizers talk about indians living in canada.
Identity Attack0.23163283
Insult0.06599696
Profanity0.020783609
Threat0.0068869707
Severe Toxicity0.004463196
Low Tox 0.20242359 Low Con 0.275 Identity_Assertion
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
bro is so jealous with indians
bro is so jealous with indians
Identity Attack0.18468912
Insult0.061801232
Profanity0.080318145
Threat0.009256045
Severe Toxicity0.0077438354
Low Tox 0.20242359 Low Con 0.268 Identity_Assertion
Feb 16, 2026 Inside Canada's Indian Invasion...
seeing a lot of franchises only hiring Indians, I thought canada was supposed to have balanced work forces.
seeing a lot of franchises only hiring Indians, I thought canada was supposed to have balanced work forces.
Identity Attack0.27662867
Insult0.057890166
Profanity0.017367685
Threat0.0071070488
Severe Toxicity0.004310608
Low Tox 0.20242359 Moderate Con 0.313 Economic_Argument
Feb 15, 2026 Inside Canada's Indian Invasion...
Why do you call it an Indian invasion?
Why do you call it an Indian invasion?
Identity Attack0.24293575
Insult0.045593183
Profanity0.056441884
Threat0.009411395
Severe Toxicity0.007133484
Low Tox 0.20219094 Low Con 0.226 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Sydney Australia and it's suburbs are just as invaded. The only difference is that there are fewer Indians and Moe Thai, Filipino, and Indonesians. Both have about equal percentages of Chinese.
Sydney Australia and it's suburbs are just as invaded. The only difference is that there are fewer Indians and Moe Thai, Filipino, and Indonesians. Both have about equal percentages of Chinese.
Identity Attack0.27701542
Insult0.056719027
Profanity0.021603432
Threat0.008634649
Severe Toxicity0.0064468384
Low Tox 0.20219094 Constructive 0.532
Aug 25, 2025 Why Canadians Are Turning Against …
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in …
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in the job market because the govt subsidizes their wages with our taxes.
Identity Attack0.25986546
Insult0.054376744
Profanity0.016821137
Threat0.00704232
Severe Toxicity0.005264282
Low Tox 0.20219094 Constructive 0.604 Economic_Argument
Jan 28, 2026 2 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.