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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: "Why would i go there …" 204 comments · Page 1 of 9
You would have to be a fool to go down there now
You would have to be a fool to go down there now
Identity Attack0.0009488672
Insult0.99458814
Profanity0.0022367258
Threat0.00079948455
Severe Toxicity0.00016579674
Toxic 0.9950492 Insult Identity_Assertion
Dec 8, 2025
why the hell would any Canadian go to america. trump is now and has always been a fraud and a con artist.a total waste of space, america of a year ago is gone for ever …
why the hell would any Canadian go to america. trump is now and has always been a fraud and a con artist.a total waste of space, america of a year ago is gone for ever all that remains now is how fast will they sink.
Identity Attack0.07744727
Insult0.6851124
Profanity0.008383521
Threat0.003006173
Severe Toxicity0.000039773124
Toxic 0.82326365 Insult
Dec 9, 2025
at one point I would be worried....now I couldn't give a rats ass...the absolute last place on the planet I would go to.
at one point I would be worried....now I couldn't give a rats ass...the absolute last place on the planet I would go to.
Identity Attack0.0020585556
Insult0.17280063
Profanity0.2504528
Threat0.004560086
Severe Toxicity0.00015738688
Toxic 0.79067284
Dec 8, 2025 1 likes
I would love to see any of these new immigrants that are here now and trying to change our way of living to theirs. Go try that shit in Russia or Syria or Africa even. …
I would love to see any of these new immigrants that are here now and trying to change our way of living to theirs. Go try that shit in Russia or Syria or Africa even. They will beat your ass and put you In your place so fast.
Identity Attack0.54996765
Insult0.5239335
Profanity0.7107322
Threat0.36820486
Severe Toxicity0.2847981
Toxic 0.7675452 Low Con 0.298 Identity Attack Insult Comparative_Framing
Sep 3, 2025 Why Canadians Are Turning Against …
Im a single mother and have a part time job...can't get a second because all the jobs here in town are filled up with Indian immigrants....and I can't even get accepted for welfare to help …
Im a single mother and have a part time job...can't get a second because all the jobs here in town are filled up with Indian immigrants....and I can't even get accepted for welfare to help me pay for things because all the immigrants are flooding the welfare system. Years ago I would be able to be approved even if I made $1,400 a month.... But now I'm making literally half that a month and I'm still not getting approved..... These fucking immigrants need to go.
Identity Attack0.6458014
Insult0.58196646
Profanity0.66405153
Threat0.06238277
Severe Toxicity0.34938923
Toxic 0.74954444 Constructive 0.537 Identity Attack Insult Personal_Narrative
Sep 11, 2025 Why Canadians Are Turning Against …
Only a dummy would go to the USA.
Only a dummy would go to the USA.
Identity Attack0.005221121
Insult0.5735432
Profanity0.00038403115
Threat0.0018508347
Severe Toxicity0.000015244752
Moderate 0.6783108 Insult
Dec 9, 2025
I am Indian and here we have few states : Punjab, Haryana and Gujurat from where where every mid to low tier graduate wants to move to Canada cause it would be an easy life …
I am Indian and here we have few states : Punjab, Haryana and Gujurat from where where every mid to low tier graduate wants to move to Canada cause it would be an easy life upgrade. The top tier ones don't go to diploma mills . Mostly they go to top US universities. Canada isn't getting any of these. I was thinking how stupid the Canadian admins could be.
Identity Attack0.43896464
Insult0.6798578
Profanity0.2327678
Threat0.008466354
Severe Toxicity0.023076924
Moderate 0.64447093 Constructive 0.552 Insult
Oct 1, 2025 1 likes IRCC Names India in Study …
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better …
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better not go. I would gladly trade away the recent immigrants from Central America who at least 50% of are violent criminals for immigrants from India. Hell, I would love to trade most Americans under 30yrs old for immigrants from India.
Identity Attack0.56445944
Insult0.48569724
Profanity0.5249258
Threat0.06690872
Severe Toxicity0.17926651
Moderate 0.62136006 Constructive 0.592 Identity Attack Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Guess going & living in Canada would give me same shitty experience as here. I hope other countries wouldn't effected by us Indians.
Guess going & living in Canada would give me same shitty experience as here. I hope other countries wouldn't effected by us Indians.
Identity Attack0.5051609
Insult0.4339631
Profanity0.5722072
Threat0.011223801
Severe Toxicity0.06101104
Moderate 0.5921536 Moderate Con 0.484 Identity Attack Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Not a single Indian in Canada should be running as a politician the place would go to hell.
Not a single Indian in Canada should be running as a politician the place would go to hell.
Identity Attack0.55044734
Insult0.45758462
Profanity0.3866461
Threat0.10236332
Severe Toxicity0.06225512
Moderate 0.5721988 Low Con 0.209 Identity Attack Identity_Assertion
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, …
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, rude, and dirty. Would not go back.
Identity Attack0.5203519
Insult0.5739874
Profanity0.1067334
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.5721988 Constructive 0.538 Identity Attack Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler has to be the racist mainstream youtuber in recent times. You guys might say "Wanting your country to not turn into India is not racist" and yes you are damn right but I am …
Tyler has to be the racist mainstream youtuber in recent times. You guys might say "Wanting your country to not turn into India is not racist" and yes you are damn right but I am specifically talking about the youtuber here. This dude goes to India, to a remote village which people dont even know of, makes a video on "poop throwing festival in India" as his Title and then says Oh hey I havent said anything racist, umm well you havent (even if I ignore the word play you do) but you had several other topics that you could have covered in "India" and you exactly knew what was gonna happen when you would upload this video but you anyways did, so yes you are a racist, a smart one. And for the people saying "Indians are so proud of India but they don't want to live there", I mean people making this kinda comment can't even wrap their head around the fact that 1.5 B people are from India. So even a small fraction of that population would contribute towards a large migration, so no "Indians are so proud of India but they don't want to live there" is absolute bullshit. Now does that mean its a perfect country? Absolute Not and Neither is the country Developed, we are a developing economy and we have a long way to go. We have our own issue in this country and we are dealing with it. As for as people living in your countries are concerned, I would ask you to be as objective as possible in situation rather than being stereotypical. If you see a person doing bad thing, call them out, it doesnt matter whether they are "Indian" or otherwise.
Identity Attack0.44690517
Insult0.48228607
Profanity0.4131548
Threat0.063675895
Severe Toxicity0.20067264
Moderate 0.56269526 Constructive 0.714
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Go figure how about that shitskins with 5000 years of perfected CORRUPTION do it again jeez who would of thought
Go figure how about that shitskins with 5000 years of perfected CORRUPTION do it again jeez who would of thought
Identity Attack0.23163283
Insult0.48313886
Profanity0.5013569
Threat0.03407705
Severe Toxicity0.16960317
Moderate 0.52139956 Low Con 0.116
Sep 30, 2025 IRCC Names India in Study …
It would be fine if they weren’t so dirty. They would come through my town to go to the beach and left garbage, food, and random ass things all over the store without a care. …
It would be fine if they weren’t so dirty. They would come through my town to go to the beach and left garbage, food, and random ass things all over the store without a care. They have shut down 66 illegal driving schools in Brampton in 2025 most were Indian that’s why they are such bad drivers. It’s so hard to get a job as a teen it’s fine if they want to learn our culture that’s fine but this is not India .
Identity Attack0.46028158
Insult0.48484445
Profanity0.42990944
Threat0.017156094
Severe Toxicity0.13073033
Moderate 0.51980776 Constructive 0.614 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
All the White Canadians blaming Indians for immigrating while their own Government is the one who put them in this mess. Not a single Indian would be in Canada if it wasn't for your own …
All the White Canadians blaming Indians for immigrating while their own Government is the one who put them in this mess. Not a single Indian would be in Canada if it wasn't for your own Government allowing them in. You don't want Indians, go change your freaking Government instead of recording videos of immigrants living in an immigrant enclave like every other immigrant community does. At the end of the day, you get the Government you deserve.
Identity Attack0.5502601
Insult0.4794537
Profanity0.39207047
Threat0.018364733
Severe Toxicity0.06488878
Moderate 0.51980776 Moderate Con 0.347 Identity Attack
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indians are not bums I'll give them that they all got a smoke shop or a gas station around here but they don't bother anyone other than a couple of the younger ones thinking they …
Indians are not bums I'll give them that they all got a smoke shop or a gas station around here but they don't bother anyone other than a couple of the younger ones thinking they are going to get somewhere with the underage white girls if they sell them vapes but that's only a few and I think that would be the case in any culture at least they don't rape them usually just make them uncomfortable
Identity Attack0.50515443
Insult0.40243408
Profanity0.41436642
Threat0.33609006
Severe Toxicity0.19149859
Moderate 0.51980776 Constructive 0.585 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. …
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. How many people in one family can milk that? Did you know if you're a working person? You would have to gross Almost $160,000 per year. In order to net 83000 Which is what they get to come here. It's an absolute disgrace, absolute insanity and a disgrace to every hard-working Canadian.!.😢😮
Identity Attack0.37953663
Insult0.54471385
Profanity0.10023434
Threat0.017674083
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.42 Insult Unverified_Claim
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
lmao imagine thinking that people living in Canada, immigrant or not, would want to go live in the fkng USA 🤣
lmao imagine thinking that people living in Canada, immigrant or not, would want to go live in the fkng USA 🤣
Identity Attack0.3908055
Insult0.36798462
Profanity0.48510036
Threat0.008712323
Severe Toxicity0.05025077
Moderate 0.4977744 Low Con 0.176 Humor_Satire
Feb 24, 2026 Inside Canada's Indian Invasion...
The government is useless I can't believe you guys allow this🤦🏽‍♀️So what is Canada to you guys? Your pockets??💰 These people already have a home there's no need for them to bring their home. There's …
The government is useless I can't believe you guys allow this🤦🏽‍♀️So what is Canada to you guys? Your pockets??💰 These people already have a home there's no need for them to bring their home. There's nothing wrong with practicing in your home. If the tables were to turn if Canadians came to do the same to their country they would flip. Which is easy for the Muslim to do the same 🤔 All they're doing is setting an example by teaching their children to hate even more. Segregation, dominance, and arrogance is not the way in Canada. Every Nation comes here just as they come here as well too. If they miss their home so bad go back!!! No need for this terrible 😔
Identity Attack0.4508763
Insult0.5130944
Profanity0.12639372
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.4850187 Constructive 0.591 Insult Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
it’s funny how the un is doing jack shit nothing about canada and there crimes against humanity in regards to the un saying our immigrating and forfeit worker problems are modern day slavery and human …
it’s funny how the un is doing jack shit nothing about canada and there crimes against humanity in regards to the un saying our immigrating and forfeit worker problems are modern day slavery and human trafficking ….. not to mention there behaviour is mostly appalling and third world behaviour and there bringing it to a first world country acting like annimals … and they wonder why no one likes them or there behaviour …. not to mention all so there lack of hygiene is appalling ( would it kill them to wash properly and use a stick of deodorant becausebo and curry is the worse most disgusting thing u can smell like yuck ) as well like there’s so many issues india and the middle eastern need to adress before migrating its awful … i won’t go near brampton or the gta because of it thoughs city’s went to hell… all so some of these groups of o got banned from there own countries what does that tell you about them as well
Identity Attack0.28034934
Insult0.47357693
Profanity0.41436642
Threat0.016120117
Severe Toxicity0.024772761
Moderate 0.48021027 Constructive 0.522
Aug 27, 2025 Why Canadians Are Turning Against …
My mom and I were truck drivers but the Muslim truck drivers would go in groups to woman truck drives we know what happens when that happens because we had a Muslim friend and we …
My mom and I were truck drivers but the Muslim truck drivers would go in groups to woman truck drives we know what happens when that happens because we had a Muslim friend and we asked him about his culture before truck driving so that is why u don’t see many woman because the Muslim are raping and killing people and nothing being done about it check and country after the mass migration a few years ago I know not all are bad but the ones that are those people are hurting their own culture people rep
Identity Attack0.5135796
Insult0.40243408
Profanity0.29209393
Threat0.29205206
Severe Toxicity0.16960317
Moderate 0.47886392 Constructive 0.738 Identity Attack
Sep 1, 2025 Why Canadians Are Turning Against …
Businesses and other public spots in my city had to put up "No Squatting" signs in the bathrooms, because more and more toilet seats kept get covered in dirt/shoe tracks and people started realizing why. …
Businesses and other public spots in my city had to put up "No Squatting" signs in the bathrooms, because more and more toilet seats kept get covered in dirt/shoe tracks and people started realizing why. They would go into public bathrooms, stand on top of the toilet seats and shit in a squatting position.
Identity Attack0.018168874
Insult0.26196828
Profanity0.541926
Threat0.012854968
Severe Toxicity0.023076924
Moderate 0.47173777 Moderate Con 0.459 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
why tf would you wanna go to america if your already in canada. insanity
why tf would you wanna go to america if your already in canada. insanity
Identity Attack0.2854555
Insult0.37506318
Profanity0.4193644
Threat0.0101363575
Severe Toxicity0.02420936
Moderate 0.47173777 Low Con 0.21 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
BETA MALE DOING THIS REPORTING. Youre scared of an out of shape indian youre going to meet. You do realize that Indian is petrified of us Canadians right? They know where they stand and would …
BETA MALE DOING THIS REPORTING. Youre scared of an out of shape indian youre going to meet. You do realize that Indian is petrified of us Canadians right? They know where they stand and would never take that kind of risk. BISH BOY! What you thought he would do to you, I will literally do to him. I will be calling him and he will be longer in a few days. Cold case!
Identity Attack0.44690517
Insult0.47787863
Profanity0.29209393
Threat0.13178273
Severe Toxicity0.027833538
Moderate 0.47119883 Moderate Con 0.356 Fear_Threat
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank …
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank you for posting this!
Identity Attack0.034042787
Insult0.36798462
Profanity0.5013569
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.45751464 Constructive 0.572 Solidarity
Jan 27, 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.