Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Is this what it’s like …" 2,805 comments · Page 23 of 113
I use to go to this school and these Pakistani kids or Indian kids were spitting on people and they kept doing it and it just pisses me off like this needs to stop!
I use to go to this school and these Pakistani kids or Indian kids were spitting on people and they kept doing it and it just pisses me off like this needs to stop!
Identity Attack0.50515765
Insult0.37960073
Profanity0.3866461
Threat0.04524883
Severe Toxicity0.056527592
Moderate 0.4826145 Moderate Con 0.47 Identity Attack Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across …
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across a homeless Indian? Do we need less of them? Yes, but do a lot of them also grind their asses off to make it work? Yes. They only get berated because there’s a surge of them, and this would’ve been just as bad for Africans, Latinos and East asians if roles were reversed. “They stay to themselves” yeah it’s called a community and white people have always excluded minorities lmao so suck it up. We do need to deport a lot of these students who make a mess but lets not act like these Indians aren’t hustlers who do what it takes to make it work.
Identity Attack0.49584505
Insult0.46625584
Profanity0.41503602
Threat0.07323132
Severe Toxicity0.16233426
Moderate 0.4826145 Constructive 0.63
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
it's mostly Toronto and the big cities you'd be pretty dumb to think we're going to give up everything to people who can't even speak english? just feels like overload when you open borders, but …
it's mostly Toronto and the big cities you'd be pretty dumb to think we're going to give up everything to people who can't even speak english? just feels like overload when you open borders, but honestly these immigrants are ubering us around, getting our food and groceries for us. I wonder if they've realized they've been scammed into thinking they can create a life here in Canada off a 10-15$/hr job lol
Identity Attack0.37953663
Insult0.5177041
Profanity0.20483992
Threat0.009644418
Severe Toxicity0.01986976
Moderate 0.4826145 Constructive 0.632 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Indians have no tolerance for their own minorities. Their religion and DNA is racist and caste based. Muslims and Christians are treated as untouchables. Even low caste Hindus are maltreated and considered unclean like minorities. …
Indians have no tolerance for their own minorities. Their religion and DNA is racist and caste based. Muslims and Christians are treated as untouchables. Even low caste Hindus are maltreated and considered unclean like minorities. Just imagine Canada becoming a caste society. Canada is ruined.
Identity Attack0.57150364
Insult0.40243408
Profanity0.07514556
Threat0.013528148
Severe Toxicity0.023364257
Moderate 0.4826145 Moderate Con 0.346 Identity Attack
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians have to realize that we will need much stronger Government which will say NO to all of these new migrants (not immigrants) who are taking jobs, culture, raising their idols, praying in the street …
Canadians have to realize that we will need much stronger Government which will say NO to all of these new migrants (not immigrants) who are taking jobs, culture, raising their idols, praying in the street and making havoc to other people. They are acting like that are entitled to do that just because they are allowed to ! I am immigrant too and I didn't came here to watch all these people how change and make it dirty more and more every day. They just bringing same shit where they are running from ? You see how stupid that is ? We have to change Government as fast as possible otherwise Canada is done ! People wake up don't be scared to say NO ! I would love to see how this beautiful country goes down the drain. Cheers ❤❤❤
Identity Attack0.39677486
Insult0.46625584
Profanity0.45706853
Threat0.014566151
Severe Toxicity0.024725812
Moderate 0.4826145 Constructive 0.616 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
I Don’t want Mexico to become like Canada all white Canadians coming to Mexico and act like they are not racists. Stay in Canada or go back to Europe!
I Don’t want Mexico to become like Canada all white Canadians coming to Mexico and act like they are not racists. Stay in Canada or go back to Europe!
Identity Attack0.5548181
Insult0.35333878
Profanity0.08290444
Threat0.010628296
Severe Toxicity0.023152983
Moderate 0.48141238 Moderate Con 0.301 Identity Attack Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
Yes these immigrants are very rude. They have no personality. I was in Walmart and the cashier of course an imaginant and she's so sour, and as my items are piling up .she said you …
Yes these immigrants are very rude. They have no personality. I was in Walmart and the cashier of course an imaginant and she's so sour, and as my items are piling up .she said you have to pack these items away before I continue. In the meantime I'm getting my bags out and trying my best to hurry because the line is very long she's just standing there looking around instead of offering to help me pack up my groceries no ..... SHE doesn't do that. She's standing there. I found it very rude, disrespectful, disgusting and no help for another human being.. they have no compassion for our Canadian people. It's disgusting I'm truly thinking of boycotting Walmart. They need to be back in there own country. Not to come here and behave this way. Canada is Done. Our government should be ashamed of themselves. To treat their own people like garage. But they will pay for their EVILNESS
Identity Attack0.50588524
Insult0.48627716
Profanity0.21564959
Threat0.014738814
Severe Toxicity0.023692908
Moderate 0.48141238 Constructive 0.643 Identity Attack Personal_Narrative
Aug 30, 2025 Why Canadians Are Turning Against …
The Liberal GOOBERMENT is STEALING from the Canadian taxpayers to pay the wages of many illegal immigrants who came here through the BS student VISA. We can't go to their countries of origin and expect …
The Liberal GOOBERMENT is STEALING from the Canadian taxpayers to pay the wages of many illegal immigrants who came here through the BS student VISA. We can't go to their countries of origin and expect to get a free ride from their Government. So WE The People are FED up with the FEDERAL SCUM GOOBERMENT acting like we dont matter... Canada has NEVER had a CIVIL WAR on our soul, but it could happen soon, when the people who have had 3 and 4 generations build this country get everything STOLEN from them by SCUM LIKE TRUDEAU AND CARNEY..
Identity Attack0.36702603
Insult0.5130944
Profanity0.2347036
Threat0.0138755
Severe Toxicity0.02383376
Moderate 0.48141238 Moderate Con 0.407 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of …
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of dollars to the economy. If they were all "not working" like that bald guy said, the city wouldn't be as productive or be as rich or as sprawling. Is it too much immigration all at the same time, yeah but locals would have problem with non-white people even if there was litte immigration. Stop the immigration numbers and disgruntled whites would still have an issue with Brampton despite majority white cities the same size as Brampton not being as productive, rapidly facing demographic and economic decline. Majority of the accusations the white people made, were not even proven in the video. I mean ok I guess.
Identity Attack0.48915586
Insult0.48627716
Profanity0.40878695
Threat0.033386398
Severe Toxicity0.044870634
Moderate 0.48021027 Constructive 0.743 Moral_Argument
Sep 22, 2025 2 likes 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 …
is there even a normal person living in canada anymore? they all seem to be off. even the whites, mybe thats why they imported millions of hindus which are fundementally not compatible with christianity into …
is there even a normal person living in canada anymore? they all seem to be off. even the whites, mybe thats why they imported millions of hindus which are fundementally not compatible with christianity into their country. I mean the inbred who was talking about africans having low iq and not liking muslims is just hilarious.
Identity Attack0.5612457
Insult0.42881694
Profanity0.13873272
Threat0.012285355
Severe Toxicity0.023599008
Moderate 0.48021027 Moderate Con 0.352 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
That fella acting like r**e isnt also apart of the Indian community
That fella acting like r**e isnt also apart of the Indian community
Identity Attack0.36273825
Insult0.4339631
Profanity0.45190978
Threat0.010369381
Severe Toxicity0.08332442
Moderate 0.48021027 Moderate Con 0.303 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
For the Indians living there they can't be driving in Canada like they in India. If they continue, their license needs to be revoked. They also can't be taking over a Goddamn city like why …
For the Indians living there they can't be driving in Canada like they in India. If they continue, their license needs to be revoked. They also can't be taking over a Goddamn city like why isn't the government doing anything? I support embracing diversity however, there's a fine line with respect.
Identity Attack0.44690517
Insult0.4125297
Profanity0.4681068
Threat0.018192071
Severe Toxicity0.026936848
Moderate 0.47900817 Constructive 0.687 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Thats why we round them all up and send them all back,and i guess im a racist ,like really thats the best you can say I'm a racist then i am racist.
Thats why we round them all up and send them all back,and i guess im a racist ,like really thats the best you can say I'm a racist then i am racist.
Identity Attack0.46028158
Insult0.33964422
Profanity0.2356715
Threat0.146441
Severe Toxicity0.0912254
Moderate 0.47900817 Moderate Con 0.361 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
All you mfs talk about How People from India ruined Canada Is just absurd. That's like saying how Hispanic people ruined California.
All you mfs talk about How People from India ruined Canada Is just absurd. That's like saying how Hispanic people ruined California.
Identity Attack0.55044734
Insult0.40243408
Profanity0.24438259
Threat0.020436687
Severe Toxicity0.023364257
Moderate 0.47886392 Moderate Con 0.314 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They made church into a temple😂😂wtf😂 never those i would see something like that in my life
They made church into a temple😂😂wtf😂 never those i would see something like that in my life
Identity Attack0.2308735
Insult0.22303216
Profanity0.44431314
Threat0.013372798
Severe Toxicity0.02458496
Moderate 0.47886392 Low Con 0.276 Identity_Assertion
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Dont like this, too much race ragebait and low iq people …
Dont like this, too much race ragebait and low iq people …
Identity Attack0.41222036
Insult0.5072643
Profanity0.1352073
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.201 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
LOOK like a Witches Meeting.....GOVERMENTS are just big SECTS of Weirdos...
LOOK like a Witches Meeting.....GOVERMENTS are just big SECTS of Weirdos...
Identity Attack0.15517195
Insult0.5130944
Profanity0.2258264
Threat0.007883795
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.107 Insult Humor_Satire
Sep 28, 2025 1 likes IRCC Names India in Study …
You people deserve this and what's coming next. I've been telling for over 5 years what needs to be done to stop all of this, bit you refuse to do it. You believe it's going …
You people deserve this and what's coming next. I've been telling for over 5 years what needs to be done to stop all of this, bit you refuse to do it. You believe it's going to get done by 'peacefully protesting' lol. The first thing EVERYONE should be doing is STOP PAYING F*CKING TAXES! The second thing, is to organize into large groups and start dealing with politicians, cops, judges, etc the way they need to be dealt with! Grown adults acting like children!
Identity Attack0.04512853
Insult0.40698266
Profanity0.4756165
Threat0.032005094
Severe Toxicity0.02458496
Moderate 0.47886392 Moderate Con 0.445
Aug 25, 2025 Why Canadians Are Turning Against …
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing …
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing that since they immigrated from EUROPE! EUROPE! The nerve to complain about another culture doing exactly what you did. And they did it peacefully. No throwing native Americans off their land and killing them to establish a white wall of dominance. Now you're mad. Lol. I hope the smell of curry permeates your soul, it needs some flavor!
Identity Attack0.5135796
Insult0.40698266
Profanity0.26586622
Threat0.2606104
Severe Toxicity0.13073033
Moderate 0.47886392 Moderate Con 0.458 Identity Attack Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
To many Indians and Muslims like we get you destroyed your own country but dont destroy ours
To many Indians and Muslims like we get you destroyed your own country but dont destroy ours
Identity Attack0.5498214
Insult0.26957804
Profanity0.17148167
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.47886392 Moderate Con 0.417 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If you dont like indians in canada, then go back to your country.
If you dont like indians in canada, then go back to your country.
Identity Attack0.55044734
Insult0.26957804
Profanity0.07967158
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.13 Identity Attack Call_To_Action
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
It is true. When you walk into a store. They dont treat you like US Canadians do. Some of them do. But shit will change very soon if the Canadian government dont do something
It is true. When you walk into a store. They dont treat you like US Canadians do. Some of them do. But shit will change very soon if the Canadian government dont do something
Identity Attack0.2781757
Insult0.3388922
Profanity0.5249258
Threat0.009281937
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.463 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Why every indian that works at a quick mart like 7 11 are they always on the phone the entire shift. They have a headset or headphone with a mic. The 711 neqr me i …
Why every indian that works at a quick mart like 7 11 are they always on the phone the entire shift. They have a headset or headphone with a mic. The 711 neqr me i stop by to grab zyn hes never not been on the phone and is rude af, does not talk to you. They act like your interupting them lol. Who tf are they talking too?
Identity Attack0.4139151
Insult0.36709076
Profanity0.40670946
Threat0.021990653
Severe Toxicity0.06101104
Moderate 0.47886392 Moderate Con 0.492
Jan 27, 2026 Inside Canada's Indian Invasion...
they literally are like pests, always claiming how proud indians they are. But why not stay in your country if you are proud of it. How they are getting in all countries is absolutely intolerable …
they literally are like pests, always claiming how proud indians they are. But why not stay in your country if you are proud of it. How they are getting in all countries is absolutely intolerable there must be a limit for them!
Identity Attack0.50515765
Insult0.47384647
Profanity0.22703624
Threat0.034422375
Severe Toxicity0.043077253
Moderate 0.47886392 Moderate Con 0.386 Identity Attack Fear_Threat
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.