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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: "Its not the people who …" 4,268 comments · Page 22 of 171
How ironic for a white person to speak on colonization and “their country” being taken over by non whites. White people have colonized every freakin continent and called it theirs and now when it’s done …
How ironic for a white person to speak on colonization and “their country” being taken over by non whites. White people have colonized every freakin continent and called it theirs and now when it’s done to them they don’t like it or feel safe then got all sorts or derogatory and racist remarks for these groups. It’s called karma. Ask the Indians about that😂😂😂😂😂😂😂😂😂😂 😂😂😂
Identity Attack0.57554024
Insult0.45135358
Profanity0.46460027
Threat0.028897164
Severe Toxicity0.18844056
Moderate 0.5885171 Moderate Con 0.432 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That one guy really said Africa is dumb. A whole continent is dumb? And he is talking about how africans have low intelligence? Him thinking that a whole continent with over 1.5 billion people in …
That one guy really said Africa is dumb. A whole continent is dumb? And he is talking about how africans have low intelligence? Him thinking that a whole continent with over 1.5 billion people in it is dumb shows me that he in fact is the one with low intelligence. Ew..
Identity Attack0.46614665
Insult0.58196646
Profanity0.33954415
Threat0.01052473
Severe Toxicity0.02378681
Moderate 0.5885171 Low Con 0.217 Insult Meta_Commentary
Feb 8, 2026 4 likes Inside Canada's Indian Invasion...
@2:30 is lying, from the early 1970's Brampton has been Punjabi these people saying there is an influx are dumbasses, now there is a wave that don't try to mix with the white people
@2:30 is lying, from the early 1970's Brampton has been Punjabi these people saying there is an influx are dumbasses, now there is a wave that don't try to mix with the white people
Identity Attack0.49032792
Insult0.5208188
Profanity0.48510036
Threat0.033386398
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.395 Insult Unverified_Claim
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of …
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of my country, your disgusting religion and culture is not welcome here. You will not be tolerated by the people. The government may welcome you, the people will not. You'll have to cull the white population in Canada to silence this movement against Muslim immigrants. Worthless people with no humanity, not even for each other, they only care about their religion and nothing else. Calling them human I think at this point is a stretch. My cat has more emotional maturity and regulation then Muslims. Absolutely vile "people".
Identity Attack0.58743036
Insult0.5678696
Profanity0.19524631
Threat0.10389658
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.431 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
All of these fake colleges that Canada is letting Indians and other immigrants in are absolutely ridiculous. A ridiculous amount of uneducated immigrants from a several countries are coming in as fake students and fake …
All of these fake colleges that Canada is letting Indians and other immigrants in are absolutely ridiculous. A ridiculous amount of uneducated immigrants from a several countries are coming in as fake students and fake asylum claims and Canadians have to suffer as a consequence. These people also take loans and cash out on credit, take cash and run back to their country. The rest of Canadians are left holding the bill. F this libtard government we live in.
Identity Attack0.46028158
Insult0.58196646
Profanity0.2761231
Threat0.01101667
Severe Toxicity0.02449106
Moderate 0.5885171 Moderate Con 0.408 Insult
Sep 30, 2025 IRCC Names India in Study …
ahh white lady no your ancestors did not help build this country that woman has lost her dam mind no this is not your homeland and again white people did not build canada get it …
ahh white lady no your ancestors did not help build this country that woman has lost her dam mind no this is not your homeland and again white people did not build canada get it right
Identity Attack0.57150364
Insult0.5130944
Profanity0.3827387
Threat0.021300001
Severe Toxicity0.16960317
Moderate 0.5885171 Low Con 0.294 Identity Attack Insult
Sep 10, 2025 Why Canadians Are Turning Against …
A lot of indians where i live, 2nd highest population of indians outside of inda right behind Vancouver. They used my truck bed as a dumpster, i thought it was local kids because the trash …
A lot of indians where i live, 2nd highest population of indians outside of inda right behind Vancouver. They used my truck bed as a dumpster, i thought it was local kids because the trash was pizza boxs, ice cream wrappers ect. I went out to work at 4:30 and it was a grown ass man walking out oh his house and dumping shit in my truck. I started asking what the hell was he was doing, he started threatning me i told him ill call the cops. Next morning i go out to my truck and almost got run over by a "mysterious" driver. Theyre disgusting people. I saw a giant black blob on the ground, shined a flashlight on it and it was thousands of roaches. They dont pay taxes because they donate their entire check to the temple and the temple cuts them the full check back. Its a huge scam
Identity Attack0.4774257
Insult0.5130944
Profanity0.596623
Threat0.13532294
Severe Toxicity0.20984669
Moderate 0.5885171 Constructive 0.594 Insult Personal_Narrative
Mar 3, 2026 Inside Canada's Indian Invasion...
Thats liberal government for you always screwing canadians . they bring scam artists into this country and they dont give a crap us canadians. they have no respect for our country ,our people or way …
Thats liberal government for you always screwing canadians . they bring scam artists into this country and they dont give a crap us canadians. they have no respect for our country ,our people or way life . where are these scam artists liberals need to find them and deport them now . I am so very angry with this government for what they have done to country of ours .the biggest problem is that has been going since the 70s . there are more violent crime in since the liberals brought these east indians here . the catch and release program with them is not working they get bail leave jail head right to an international and leave the country with no punishment what so ever . more than likely returning under a different name .
Identity Attack0.46028158
Insult0.5739874
Profanity0.4044591
Threat0.045895394
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.443 Insult
Oct 13, 2025 IRCC Names India in Study …
The worst part about Indians is how utterly racist they are to other races in Canada. They meatride white people so hard just for jobs. But the moment they interact with anybody else even remotely …
The worst part about Indians is how utterly racist they are to other races in Canada. They meatride white people so hard just for jobs. But the moment they interact with anybody else even remotely melanted, they just treat them like trash. Litterally just bringing the caste system to Canada. You dont hate em enough
Identity Attack0.5913144
Insult0.5423875
Profanity0.26735115
Threat0.012026439
Severe Toxicity0.056527592
Moderate 0.5885171 Moderate Con 0.455 Identity Attack Insult Identity_Assertion
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
BROWN FATIGUE IS REAL!!! I’m a 6th generation Canadian and we need remigration now! It’s a cesspool!! These people will shit in the street or the beach, they don’t shower and refuse to respect our …
BROWN FATIGUE IS REAL!!! I’m a 6th generation Canadian and we need remigration now! It’s a cesspool!! These people will shit in the street or the beach, they don’t shower and refuse to respect our country!! We have so many getting commercial licenses and killing Canadians on the hwys just like they are in the US!!
Identity Attack0.46028158
Insult0.49151286
Profanity0.44249827
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.453 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada MP’s are Hindu Indians, UK MP’s are Pakistan and Bangladesh are distroying Christian countries, kick out Hindu people from Christian countries only solution.✍🏻😎🇮🇱🇺🇸🇬🇧
Canada MP’s are Hindu Indians, UK MP’s are Pakistan and Bangladesh are distroying Christian countries, kick out Hindu people from Christian countries only solution.✍🏻😎🇮🇱🇺🇸🇬🇧
Identity Attack0.6458014
Insult0.5130944
Profanity0.2661081
Threat0.5195707
Severe Toxicity0.45895407
Moderate 0.5885171 Moderate Con 0.339 Identity Attack Insult Threat Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Dirty india smeul people
Dirty india smeul people
Identity Attack0.57150364
Insult0.5177041
Profanity0.36230123
Threat0.13717735
Severe Toxicity0.35166132
Moderate 0.5885171 Low Con 0.189 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The most dirty people in the world
The most dirty people in the world
Identity Attack0.27914262
Insult0.5739874
Profanity0.32120174
Threat0.010395273
Severe Toxicity0.023364257
Moderate 0.5885171 Low Con 0.212 Insult Unverified_Claim
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
Bro Becareful with indian people. The majority are full of drama, scammer and fraud, dirty smell body Nasty, and also thier english accent is very annoying to hear sorry to say. The whole world now …
Bro Becareful with indian people. The majority are full of drama, scammer and fraud, dirty smell body Nasty, and also thier english accent is very annoying to hear sorry to say. The whole world now know whats going on in their drama. Many of them now kick them out, before getting so late. They are really very dangerous.
Identity Attack0.55044734
Insult0.5678696
Profanity0.357228
Threat0.17964768
Severe Toxicity0.20067264
Moderate 0.5885171 Constructive 0.511 Identity Attack Insult Unverified_Claim
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
I'm Canadian. Get out! Trudeau dumped a massive amount of useless people on us
I'm Canadian. Get out! Trudeau dumped a massive amount of useless people on us
Identity Attack0.2463217
Insult0.6308392
Profanity0.114160895
Threat0.009799767
Severe Toxicity0.017093835
Moderate 0.5885171 Moderate Con 0.355 Insult Identity_Assertion
Feb 12, 2026 3 likes Canada's tighter immigration policy divides …
But people were mad at Trudeau for reducing student visas 😂 ridiculous
But people were mad at Trudeau for reducing student visas 😂 ridiculous
Identity Attack0.01465176
Insult0.6308392
Profanity0.16078159
Threat0.008414571
Severe Toxicity0.012574885
Moderate 0.5885171 Low Con 0.269 Insult Humor_Satire
Oct 21, 2025 IRCC Names India in Study …
Racist people.. What the hell are they doing there if they’re not native ?
Racist people.. What the hell are they doing there if they’re not native ?
Identity Attack0.40883094
Insult0.4794537
Profanity0.4681068
Threat0.01052473
Severe Toxicity0.06488878
Moderate 0.5885171 Low Con 0.257
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT …
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT OWN CORRUPTED MLA'S PEOPLE AND CORRUPTED RULING PARTY. THESE FKRS GET FUNDING FROM TERRORISTS ORGANIZATIONS EVEN FROM PAKISTAN. THEY HAVE A LONG HISTORY FROM PAKIS WHERE THEIR LEADERS AND GURUS AND THEIR SONS GOT KILLED BECAUSE OF MUSLIM RULERS BUT THEY NEW GEN CHOSE TO SHAKE HANDS WITH PAKIS.. THIS YEAR PM CARNEY IS GOING TO DEAL WITH MODI AND ALL THIS REFERENDUM BULLSHIT YOU SEE .. YOU WONT SEE THAT ANYMORE..
Identity Attack0.5135796
Insult0.57566804
Profanity0.46460027
Threat0.43656045
Severe Toxicity0.45510182
Moderate 0.584095 Low Con 0.256 Identity Attack Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
You weren’t allowed tents for shade at wasaga beach at one point because people were shitting on the beach
You weren’t allowed tents for shade at wasaga beach at one point because people were shitting on the beach
Identity Attack0.020078164
Insult0.3393024
Profanity0.59166485
Threat0.00967031
Severe Toxicity0.024725812
Moderate 0.584095 Low Con 0.289
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They cant drive worth a fk and keep killing people and not receiving justice ugh
They cant drive worth a fk and keep killing people and not receiving justice ugh
Identity Attack0.0543092
Insult0.3486032
Profanity0.5013569
Threat0.4326697
Severe Toxicity0.16960317
Moderate 0.584095 Low Con 0.244 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Can’t drive if you can’t understand the language or road sings 😮😮😮😮😮😮😮😮 wtf 🤬 people drink and drive and never drive again and kill no one 🎉🎉🎉🎉🎉🎉🎉😂😂😂😂😂😂😂😂😂 lives here my hole life never thought about …
Can’t drive if you can’t understand the language or road sings 😮😮😮😮😮😮😮😮 wtf 🤬 people drink and drive and never drive again and kill no one 🎉🎉🎉🎉🎉🎉🎉😂😂😂😂😂😂😂😂😂 lives here my hole life never thought about killing someone but I talk my way out of it daily now 😢😢😢😢😢😢😢😢😢
Identity Attack0.04332388
Insult0.24424846
Profanity0.36302176
Threat0.38897106
Severe Toxicity0.16960317
Moderate 0.584095 Moderate Con 0.389 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
While there are a few racist people in Canada, the majority of Canadians and the Canadian government have no room for such racist. You didn't pull it off today, you racist.Get out of here
While there are a few racist people in Canada, the majority of Canadians and the Canadian government have no room for such racist. You didn't pull it off today, you racist.Get out of here
Identity Attack0.44690517
Insult0.5739874
Profanity0.09001675
Threat0.011172019
Severe Toxicity0.023076924
Moderate 0.584095 Moderate Con 0.355 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Dear Indian people you're racist for preventing a crippled Canadian born Indian from getting a job!
Dear Indian people you're racist for preventing a crippled Canadian born Indian from getting a job!
Identity Attack0.58354634
Insult0.5130944
Profanity0.17055123
Threat0.01187109
Severe Toxicity0.048457388
Moderate 0.584095 Moderate Con 0.301 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Oh see folks another racist video to get clicks. Riding the gravy train of hating brown people
Oh see folks another racist video to get clicks. Riding the gravy train of hating brown people
Identity Attack0.57957685
Insult0.40243408
Profanity0.2453505
Threat0.043955702
Severe Toxicity0.035007052
Moderate 0.584095 Low Con 0.176 Identity Attack
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians in Canada, Sand people in Europe, Deport them all
Indians in Canada, Sand people in Europe, Deport them all
Identity Attack0.6106996
Insult0.40243408
Profanity0.15635987
Threat0.34804323
Severe Toxicity0.17926651
Moderate 0.584095 Low Con 0.191 Identity Attack Identity_Assertion
Feb 23, 2026 1 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.