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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: "This is about indians, not …" 4,309 comments · Page 61 of 173
Now he creates cringy videos on Indians to get views😂😂😂
Now he creates cringy videos on Indians to get views😂😂😂
Identity Attack0.3895355
Insult0.24928534
Profanity0.19893537
Threat0.039947584
Severe Toxicity0.023176458
Moderate 0.4269174 Low Con 0.177 Meta_Commentary
Feb 16, 2026 7 likes Inside Canada's Indian Invasion...
What i learned from tylers vid is we should leave the indians here and go back to europe
What i learned from tylers vid is we should leave the indians here and go back to europe
Identity Attack0.5075293
Insult0.24561718
Profanity0.15371579
Threat0.049128212
Severe Toxicity0.02406851
Moderate 0.4269174 Low Con 0.277 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I love how honest they are. They hate other indians lol
I love how honest they are. They hate other indians lol
Identity Attack0.48990932
Insult0.24928534
Profanity0.20808282
Threat0.014911477
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.396 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
Identity Attack0.4139151
Insult0.191015
Profanity0.1612468
Threat0.5195707
Severe Toxicity0.02373986
Moderate 0.4269174 Moderate Con 0.498 Threat Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and invest millions.and millions into the economy they do shop at some Indian stores, but MOSTLY at Canadian groceries, furniture and electronics, Just like the Holland loser or the Portugese guy shops at Portugese to get their country stuff their - AND THEY PAY TAXES THANK YOU! HIGHER TAXES BECAUSE THEY ARE MORE DUCATED AND EARN BETTER THAN THESE RACIST BUMS. CHECK YOUR UNEMPLOYED WHITE GUY he is the one that doesn't pay taxes or contribute and collects welfare or begs for money! THATS THE FACTS, not the hatred portrayed here that should be reported.
Identity Attack0.2331515
Insult0.42167732
Profanity0.3597395
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The problem is indians phase other races out , especially in work
The problem is indians phase other races out , especially in work
Identity Attack0.5135796
Insult0.24928534
Profanity0.1631077
Threat0.012647836
Severe Toxicity0.023411209
Moderate 0.4269174 Low Con 0.276 Identity Attack
Sep 20, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian - this is not good at all . I’ll always be Indian and I’d never settle in a western country . All that aside , the people are racist , not wanting …
As an Indian - this is not good at all . I’ll always be Indian and I’d never settle in a western country . All that aside , the people are racist , not wanting your country to become India is very justifiable 😂 But saying they ate poo and being racially stereotypical is not good . 🫤
Identity Attack0.4453683
Insult0.35849577
Profanity0.2980872
Threat0.011560392
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.666
Jan 27, 2026 Inside Canada's Indian Invasion...
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
Identity Attack0.3780483
Insult0.24630153
Profanity0.16450337
Threat0.13815513
Severe Toxicity0.02458496
Moderate 0.4269174 Low Con 0.277 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Didn't even get into all indian mafia shooting and extorting each other.
Didn't even get into all indian mafia shooting and extorting each other.
Identity Attack0.44690517
Insult0.24928534
Profanity0.1413768
Threat0.4467921
Severe Toxicity0.02406851
Moderate 0.42568782 Low Con 0.135
Jan 27, 2026 Inside Canada's Indian Invasion...
Im white and i'm leaving Canada, Canada is no longer Canada, 20 years from now all government will be indian, jobs are taken, they only hire their own, and so eventually whites and blacks won't …
Im white and i'm leaving Canada, Canada is no longer Canada, 20 years from now all government will be indian, jobs are taken, they only hire their own, and so eventually whites and blacks won't have a chance to get a job.
Identity Attack0.5135796
Insult0.24630153
Profanity0.0816113
Threat0.020782012
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.409 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, did you really have to make this video??? Isn't there enough hate in the world already? Seriously dont eat butter chicken anymore if you dislike the culture/people so much. You've no idea how much …
Tyler, did you really have to make this video??? Isn't there enough hate in the world already? Seriously dont eat butter chicken anymore if you dislike the culture/people so much. You've no idea how much will power it takes for those indians to come to places like north america to earn money and give their family back home the lives they never had. It takes so much to be someone, especially if youre coming from a place where youre just one ordinary human among 1 billion others. People can hate all the want but its a free world. Territories came after humans.
Identity Attack0.34974504
Insult0.3388922
Profanity0.20016506
Threat0.030278467
Severe Toxicity0.023317307
Moderate 0.42568782 Constructive 0.637 Solidarity
Feb 17, 2026 Inside Canada's Indian Invasion...
Canadian dream. For indians. Not for Canadians 😢😢😢😢😢
Canadian dream. For indians. Not for Canadians 😢😢😢😢😢
Identity Attack0.50917345
Insult0.18977246
Profanity0.05393682
Threat0.010343489
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.322 Identity Attack
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
I've bin doing alot of sales on Facebook marketplace and can't help but notice a pattern of the Indians being the least reliable and most Scammy I wasn't racist until a few year ago when …
I've bin doing alot of sales on Facebook marketplace and can't help but notice a pattern of the Indians being the least reliable and most Scammy I wasn't racist until a few year ago when they started flooding into this country they're just plain and simple not as respectful.
Identity Attack0.46050715
Insult0.40243408
Profanity0.21348765
Threat0.015429466
Severe Toxicity0.02373986
Moderate 0.42568782 Constructive 0.626 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
This will only get worse...ur present pm is a hell bent globalists whose aim is to use thirld world as a poverty driven resouurce for labour and minerpa resources for the globalist debt system.. Many …
This will only get worse...ur present pm is a hell bent globalists whose aim is to use thirld world as a poverty driven resouurce for labour and minerpa resources for the globalist debt system.. Many compalining about indians in the west ..dint realise the globalist plan and r also as braiwnashed as the indians who r actually seaking asylum from the designed poverty corruption and pollution ..the govt programs on cleaning up rivers and the nation have all been pilfered by the corrupt polticians who r the same ones runnig npart of the drug networks from golden traiangle, india , golden crescent ,dubai , israel, rotterdam...mexico.. And they use these routes for human trafficking... All the people are caught up in between this devil and the dark deep sea.. Utube : wire manipur CM dtuglord brind asp Utube : ntt manipur CM druglord brinda asp Utube : esptein dubai Utube : epstein saudi Human and child trafficking pivots on this crypto neo caliphate aixs for decades...now they are weaponsing it to create global chaos and tension between cultures .. Utube : esptein kashoggi octopus
Identity Attack0.32184324
Insult0.4534306
Profanity0.22643133
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.458 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
So what's the problem. Just leave canada and America if you don't like indians. You guys can go to Antarctica or something like that 😂😂😂😂
So what's the problem. Just leave canada and America if you don't like indians. You guys can go to Antarctica or something like that 😂😂😂😂
Identity Attack0.4931391
Insult0.24928534
Profanity0.089693464
Threat0.021127338
Severe Toxicity0.023076924
Moderate 0.42568782 Low Con 0.233 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I wanna get an indian lady boonnchattttttttt😂😂😂
I wanna get an indian lady boonnchattttttttt😂😂😂
Identity Attack0.36702603
Insult0.16824563
Profanity0.36230123
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.42568782 Moderate Con 0.333 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Punjabis has destroyed indians reputation 😂😅
Punjabis has destroyed indians reputation 😂😅
Identity Attack0.46028158
Insult0.39743927
Profanity0.2337357
Threat0.23696843
Severe Toxicity0.16960317
Moderate 0.42568782 Low Con 0.155 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
No matter how much you guys hate us Indians but it is a reality that your big companies need an Indian guy to work because you all are either not qualified enough for any job …
No matter how much you guys hate us Indians but it is a reality that your big companies need an Indian guy to work because you all are either not qualified enough for any job in your own country or soo busy in just hating black people/white people (in short racism) Today we are capable enough to take over any job in any country that's the reason of all this hate coming towards us 😂 And I know there are some people who lack civic sense in general but come on have you seen your people? It is common everywhere but you guys are soo jealous of Indians that you are just ready to target us
Identity Attack0.44690517
Insult0.3388922
Profanity0.25915453
Threat0.038911607
Severe Toxicity0.023927659
Moderate 0.42568782 Constructive 0.56 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Why Are Scammers Always Indian?
Why Are Scammers Always Indian?
Identity Attack0.46028158
Insult0.38852
Profanity0.21024476
Threat0.011974656
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.2 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Rage baiting indians is really such a cash cow isn't it 😂😂😂 try real journalism at some point
Rage baiting indians is really such a cash cow isn't it 😂😂😂 try real journalism at some point
Identity Attack0.39677486
Insult0.3388922
Profanity0.2188925
Threat0.13815513
Severe Toxicity0.023974609
Moderate 0.42349213 Low Con 0.188 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Stop being kind to Indians.
Stop being kind to Indians.
Identity Attack0.5039629
Insult0.24287975
Profanity0.10797132
Threat0.010032792
Severe Toxicity0.022839356
Moderate 0.42349213 Low Con 0.219 Identity Attack
Sep 20, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
honestly bro I'd rather have illegal immigrants rather than legal indians
honestly bro I'd rather have illegal immigrants rather than legal indians
Identity Attack0.5108175
Insult0.23237456
Profanity0.11911256
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.42349213 Moderate Con 0.338 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian and Japanese here, I know this may come off as a little racist to my own culture, but Indian people are the most insufferable people on the planet. I don’t live in Brampton I’m …
Indian and Japanese here, I know this may come off as a little racist to my own culture, but Indian people are the most insufferable people on the planet. I don’t live in Brampton I’m in Australia but the majority of the Punjabi people here are so insufferable I can’t take it. (I’m Bengali fyi) it’s not just Punjabi people tho a lot of other dialects are like that, even where I’m from. But yeah, don’t attack me it’s just my opinion.
Identity Attack0.50515443
Insult0.36798462
Profanity0.2253223
Threat0.035113025
Severe Toxicity0.030523606
Moderate 0.42349213 Constructive 0.683 Identity Attack Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and …
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and adapt to the culture at all. its really annoying because if you mention anything about it you are just labeled a racist.
Identity Attack0.48990932
Insult0.34548226
Profanity0.072882555
Threat0.009048914
Severe Toxicity0.01935331
Moderate 0.42349213 Moderate Con 0.497 Fear_Threat
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
Don’t be surprised why Indians are hated!!!!
Don’t be surprised why Indians are hated!!!!
Identity Attack0.46028158
Insult0.23237456
Profanity0.10735235
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.238 Fear_Threat
Sep 20, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)

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.