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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: "How they are going to …" 2,613 comments · Page 16 of 105
Crying white europeans. Nothing new, time for you to go home to Europe - where you actually belong
Crying white europeans. Nothing new, time for you to go home to Europe - where you actually belong
Identity Attack0.5680164
Insult0.42367843
Profanity0.19155724
Threat0.063999176
Severe Toxicity0.06101104
Moderate 0.54325575 Low Con 0.174 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
They have destroyed their country and migrating all over the world. Illegal stuffs and scammers. They’re like Muslims, they don’t integrate but rather always want to change the country where they go to.Although they’re some …
They have destroyed their country and migrating all over the world. Illegal stuffs and scammers. They’re like Muslims, they don’t integrate but rather always want to change the country where they go to.Although they’re some decent ones
Identity Attack0.5948528
Insult0.47384647
Profanity0.22552395
Threat0.026652548
Severe Toxicity0.09912638
Moderate 0.54325575 Moderate Con 0.324 Identity Attack Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
If you wish to live like you are in India then please go back. You come here for a better life here yet bring your old life with you. In Canada we wear hats on …
If you wish to live like you are in India then please go back. You come here for a better life here yet bring your old life with you. In Canada we wear hats on our heads not diapers. We wash our feet in the bath not public sinks. You stink you are pigs. You work for next to nothing then send the money home to India. Last but not least if you say it is easier in India then as I said earlier please go back. Did you see the sign in the church donate and get a tax receipt.
Identity Attack0.48915586
Insult0.5678696
Profanity0.15459715
Threat0.010731863
Severe Toxicity0.024725812
Moderate 0.54325575 Moderate Con 0.448 Insult Identity_Assertion
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Have you never seen any progressive and good side of the Indians' contribution?? I think you should go listen to P.M Macron's speech in IT summit that happened recently in India. Just because of one …
Have you never seen any progressive and good side of the Indians' contribution?? I think you should go listen to P.M Macron's speech in IT summit that happened recently in India. Just because of one ill-literate stupid person who ate the cow-dung doesn't represent the whole of India. There are some stupid people in every country. Its a sensible and a resonable think to understand such realities. Before you talk about India please read and have some knowledge about each state then you'll understand each state is very different and a country by itself. Considering that all Indians are bad is not smart or nice. Looks like you are expecting some changes, ok, then try and work on for that rather than hating Indians as a whole.
Identity Attack0.36702603
Insult0.6109131
Profanity0.26735115
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.54325575 Constructive 0.739 Insult Moral_Argument
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
If you have a problem with any culture coming to canada and living here; go home. We were built on diversity. We stole this land with the blood of the indigenous. The only ones who …
If you have a problem with any culture coming to canada and living here; go home. We were built on diversity. We stole this land with the blood of the indigenous. The only ones who deserve this land are the ones who died for it and are kept on reserves. Nothing but racists in these comments. Yall attitudes are dirty.
Identity Attack0.29798782
Insult0.5678696
Profanity0.06495911
Threat0.03407705
Severe Toxicity0.022322904
Moderate 0.53579444 Moderate Con 0.411 Insult Moral_Argument
Feb 27, 2026 3 likes Inside Canada's Indian Invasion...
My cousin came to canada under a 1 year work visa,, shes white french woman.. Speaks 5 languages, has 3 degrees, ran a business in France.. she landed here 1 years ago,, had to spend …
My cousin came to canada under a 1 year work visa,, shes white french woman.. Speaks 5 languages, has 3 degrees, ran a business in France.. she landed here 1 years ago,, had to spend 400$ to prove she speaks ENGLISH, (she speaks it fluently),, she paid taxes the moment she landed and got a job, bought a car, a small apartment. Everything Canadian,, not like these degenerate scum sucking immigrants. Had to spend another 500$ to extend her visa for another year.. Everything was going well. Until these worthless liberal cockroaches knocks on her door and told her she has 1 month to leave, because shes taking a JOB away from a CANADIAN!!!.. Are you fuckin kidding me.. These worthless ungrateful, self serving pakis, indies and chinese and who knows what else we let in, are getting subsidies to work at tim hortons,, Walmart,, canadaian tires.. Meanwhile our real Canadian kids can't get summer jobs or part times,, because of these worthless immigrants. Shes corporate, she doesn't take small coffee serving jobs..
Identity Attack0.5135796
Insult0.5543018
Profanity0.36230123
Threat0.012699619
Severe Toxicity0.16960317
Moderate 0.53579444 Moderate Con 0.484 Identity Attack Insult Personal_Narrative
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
Elbows Down Asses Up!!! Get ready cuz you’re going to get… 😅
Elbows Down Asses Up!!! Get ready cuz you’re going to get… 😅
Identity Attack0.018168874
Insult0.19734058
Profanity0.47191826
Threat0.0824309
Severe Toxicity0.04397394
Moderate 0.53579444 Low Con 0.228
Jan 3, 2026 New rules, regulations take effect …
These Indians need to go back to their country.🇨🇦
These Indians need to go back to their country.🇨🇦
Identity Attack0.5913144
Insult0.36193377
Profanity0.16403814
Threat0.06432246
Severe Toxicity0.12019568
Moderate 0.52811706 Low Con 0.178 Identity Attack Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
"Pay no taxes"... buddy, we pay some of the highest taxes in this country because of the professions we go into. Clown tweaker.
"Pay no taxes"... buddy, we pay some of the highest taxes in this country because of the professions we go into. Clown tweaker.
Identity Attack0.0063266335
Insult0.6149945
Profanity0.08678388
Threat0.007922632
Severe Toxicity0.009117126
Moderate 0.52272606 Moderate Con 0.336 Insult Personal_Narrative
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Where were your folks who built this country when the native people were being silently murdered by your own? You say your grandparents helped build this country. No. Your grandparents allows this country to become …
Where were your folks who built this country when the native people were being silently murdered by your own? You say your grandparents helped build this country. No. Your grandparents allows this country to become destroyed! Now that it’s happening to you, now you wanna to say something about it? Get fucking real! Maybe it’s time for you to go back and let the native people rebuild. Before it’s too late! Period
Identity Attack0.28034934
Insult0.40975618
Profanity0.4819111
Threat0.13815513
Severe Toxicity0.12282934
Moderate 0.52272606 Moderate Con 0.388
Aug 26, 2025 Why Canadians Are Turning Against …
You are in an Indian city but you hate Africans 😂 go watch ispeed travel history about Africa 🌍
You are in an Indian city but you hate Africans 😂 go watch ispeed travel history about Africa 🌍
Identity Attack0.55044734
Insult0.3388922
Profanity0.20262444
Threat0.02181799
Severe Toxicity0.043077253
Moderate 0.52272606 Low Con 0.165 Identity Attack Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Wow, we have no idea where these people are, if these students are even in Canada, we don't know who left the country. What the he'll is happening . Who decided it was India that …
Wow, we have no idea where these people are, if these students are even in Canada, we don't know who left the country. What the he'll is happening . Who decided it was India that can send us millions of people and we are going to be ok. Who asked us the citizens, the taxpayers if this os ok with us that they steal our money and take away from our kids the privilege of living in their own houses, when they moved from the parents. The stupid government, mess up too much, is there anyway we can keep them accountable? I want jail time for them. I'm sure I'm not the only one .
Identity Attack0.16159154
Insult0.5739874
Profanity0.24910301
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.52139956 Constructive 0.522 Insult Fear_Threat
Oct 2, 2025 IRCC Names India in Study …
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...
Jeez dread, Canada needs to do something quick, I'm seeing tis shit all over and it going to be a real mess if they don't fix it fast. Change the laws and force these people …
Jeez dread, Canada needs to do something quick, I'm seeing tis shit all over and it going to be a real mess if they don't fix it fast. Change the laws and force these people to adhere to the culture and laws, take away some one their rights, start by taking away their rights to practice their culture in public, stop their protesting, they are immigrants and should behave like a lifelong guest, deport them without question if they fail to assimilate.
Identity Attack0.37292135
Insult0.46774593
Profanity0.5150164
Threat0.063999176
Severe Toxicity0.052940834
Moderate 0.52139956 Constructive 0.51 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
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 …
They come to Canada legally where they get free healthcare and welfare yet , want to go to the USA as someone undocumented. They're selfish and ungrateful. ʻ
They come to Canada legally where they get free healthcare and welfare yet , want to go to the USA as someone undocumented. They're selfish and ungrateful. ʻ
Identity Attack0.3043136
Insult0.5678696
Profanity0.05268429
Threat0.0079873605
Severe Toxicity0.018578632
Moderate 0.52007306 Moderate Con 0.371 Insult Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Way, Way, Way Better than Muslims. Once they have Numbers they Dominate and then Kill you. 1400 Years of Islamic History Proves this Out. Hindu,, Sikh are hard working people & Peaceful. They do need …
Way, Way, Way Better than Muslims. Once they have Numbers they Dominate and then Kill you. 1400 Years of Islamic History Proves this Out. Hindu,, Sikh are hard working people & Peaceful. They do need to assimilate to Countries they go to and learn the language. Also the Polish guy was right about them being Dirty. They need to do much better on that issue. If you have been the India it is VERT DIRTY. The Hindu & Sikh people know about the Muslims. We Westerns need to learn it also before it's to Late.
Identity Attack0.57150364
Insult0.4810288
Profanity0.28708664
Threat0.44605255
Severe Toxicity0.35368225
Moderate 0.52007306 Constructive 0.675 Identity Attack Fear_Threat
Oct 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberals ruined this country. No going back folks and we can thank Trudeau and his special interest groups. We are focked.
Liberals ruined this country. No going back folks and we can thank Trudeau and his special interest groups. We are focked.
Identity Attack0.20680901
Insult0.4710501
Profanity0.46460027
Threat0.012181788
Severe Toxicity0.023364257
Moderate 0.52007306 Low Con 0.269 Policy_Critique
Jan 6, 2026 2 likes New rules, regulations take effect …
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)
The USB is going after fraudulent students from India, they apply fr refiugee status even though there';s no war in india, fake grades, etc and any country that cracks down they just swarm into other …
The USB is going after fraudulent students from India, they apply fr refiugee status even though there';s no war in india, fake grades, etc and any country that cracks down they just swarm into other countries like the UK/Australia. no one here has the balls to go after these fraudsters and kick them out
Identity Attack0.39334553
Insult0.5130944
Profanity0.39409557
Threat0.43007585
Severe Toxicity0.07805709
Moderate 0.51980776 Moderate Con 0.395 Insult
Sep 29, 2025 IRCC Names India in Study …
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)
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...
Let’s go scammers 😂 liberal scammers we see you 😂
Let’s go scammers 😂 liberal scammers we see you 😂
Identity Attack0.17459276
Insult0.5678696
Profanity0.22592722
Threat0.0115345
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.171 Insult Humor_Satire
Jan 19, 2026 Why Canada’s immigration system has …
This is bad for canada. Need to get rid off them. If they want to be indian life they must go back to India 😂
This is bad for canada. Need to get rid off them. If they want to be indian life they must go back to India 😂
Identity Attack0.58743036
Insult0.36021477
Profanity0.15371579
Threat0.34804323
Severe Toxicity0.101760045
Moderate 0.51980776 Low Con 0.217 Identity Attack
Sep 19, 2025 3 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...

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.