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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: "The name of that is …" 217 comments · Page 6 of 9
Tyler , where are you from? Your last name is exotic…
Tyler , where are you from? Your last name is exotic…
Identity Attack0.014048826
Insult0.083359696
Profanity0.021398475
Threat0.0079873605
Severe Toxicity0.003967285
Low Tox 0.18174082 Moderate Con 0.456 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Gill? What kind of name is that??? In a clear minded society this committee would be hanging from lamp posts.
Gill? What kind of name is that??? In a clear minded society this committee would be hanging from lamp posts.
Identity Attack0.00569767
Insult0.054376744
Profanity0.017367685
Threat0.114629425
Severe Toxicity0.004501343
Low Tox 0.17285149 Low Con 0.167 Identity_Assertion
Sep 29, 2025 1 likes IRCC Names India in Study …
She just wanted to hear one country name supplying 90% students fees to the fraudulent educational system of Canada
She just wanted to hear one country name supplying 90% students fees to the fraudulent educational system of Canada
Identity Attack0.061130337
Insult0.08484049
Profanity0.015249812
Threat0.0065050707
Severe Toxicity0.0025177002
Low Tox 0.17285149 Low Con 0.185 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
They are taking away the identity of the real Indian territory, the politician bring them from "India" they not Autochthonous to the soil/ground, they dont originate here, pay your tax like the real Autochthonous. They …
They are taking away the identity of the real Indian territory, the politician bring them from "India" they not Autochthonous to the soil/ground, they dont originate here, pay your tax like the real Autochthonous. They are indu they pratice induism. that fine but they are not indian. Gandhi gave Barat in 1886 the name INDIA, before that there was no india. they had their eyes on the americas all along, see now.
Identity Attack0.18546575
Insult0.047935467
Profanity0.023516348
Threat0.009929225
Severe Toxicity0.005531311
Low Tox 0.17198499 Moderate Con 0.48
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
I am in the immigration business, the Indian applicants shock me to my core. They will forge anything, bank documents, education documents, police clearance certificates... You name it.
I am in the immigration business, the Indian applicants shock me to my core. They will forge anything, bank documents, education documents, police clearance certificates... You name it.
Identity Attack0.17847598
Insult0.05203446
Profanity0.02932342
Threat0.009411395
Severe Toxicity0.0050354004
Low Tox 0.17198499 Moderate Con 0.407 Personal_Narrative
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a …
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a particular group of people, Indian is a big group in Canada and around the world, but not the only one. Chinese, Philippines, Latino, Ukrainian, and East European are the majority in Canada. Look in statistics Canada. Hiring specific migrants instead of Canadians is a company decision is pure capitalism. House crisis is a global issue, capitalism (investment vs basic human rights). Inflation is an economic issue. The most wanted criminals in all of Canada, are Canadians. Look into the police web pages, go yourself and see the pictures and names. Blame migrants is a global tactic used 100 years ago by different politics to get elected with the promise of a solution. Migration exists with humanity, economic crises are modern issues. With the wrong diagnosis we get the wrong solutions. Wake up Canada, that is the reason that US is your father.
Identity Attack0.11512129
Insult0.06250052
Profanity0.015113175
Threat0.00713294
Severe Toxicity0.003452301
Low Tox 0.16765249 Constructive 0.753
Aug 26, 2025 Why Canadians Are Turning Against …
It's easy to lose track of Sihk ladies when half of them are named Komalpreet Kaur. Pretty sure many of them are hiding in plain site.
It's easy to lose track of Sihk ladies when half of them are named Komalpreet Kaur. Pretty sure many of them are hiding in plain site.
Identity Attack0.1444726
Insult0.055547886
Profanity0.019622196
Threat0.01254427
Severe Toxicity0.004863739
Low Tox 0.16331999 Moderate Con 0.452
Sep 30, 2025 IRCC Names India in Study …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
And still Canadian govt and media currying favor with the one country that is the source of this mess by not naming it! Unbelievable!
And still Canadian govt and media currying favor with the one country that is the source of this mess by not naming it! Unbelievable!
Identity Attack0.057037655
Insult0.07967083
Profanity0.015728042
Threat0.007094103
Severe Toxicity0.0029754639
Low Tox 0.15987846 Low Con 0.202 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Canada was lost when Justin and his father turned a blind eye to Khalistanis in name of vote bank politics
Canada was lost when Justin and his father turned a blind eye to Khalistanis in name of vote bank politics
Identity Attack0.058401883
Insult0.06984934
Profanity0.014327513
Threat0.009230154
Severe Toxicity0.003528595
Low Tox 0.1587729 Low Con 0.257 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Is anyone surprised? Track these people down with their name. Unless that changed and send them back to India. It’s going to be plane loads. Free meal ticket and laughter at Canada has to end. …
Is anyone surprised? Track these people down with their name. Unless that changed and send them back to India. It’s going to be plane loads. Free meal ticket and laughter at Canada has to end. My dad worked 3 jobs and worked everyday until he passed away. No free checks that I heard about growing up.
Identity Attack0.10221587
Insult0.045593183
Profanity0.015693882
Threat0.0287245
Severe Toxicity0.005760193
Low Tox 0.1587729 Constructive 0.56 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
@3:51 companies actual get subsidized for hiring immigrants. My aunty actually wrote her name down on her resume as Indian sounding and she got an interview right away! lol
@3:51 companies actual get subsidized for hiring immigrants. My aunty actually wrote her name down on her resume as Indian sounding and she got an interview right away! lol
Identity Attack0.11396073
Insult0.032468732
Profanity0.026180768
Threat0.006912862
Severe Toxicity0.0031661987
Low Tox 0.15324512 Constructive 0.531 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Not only this but they are renaming streets for native american names that nobody can pronounce in some places and giving land back to natives. Some people are losing their property over this. All because …
Not only this but they are renaming streets for native american names that nobody can pronounce in some places and giving land back to natives. Some people are losing their property over this. All because of fake mass graves that were never dug up. We're being accused of genocide and replaced by people who think were evil. Not gonna end well!
Identity Attack0.043581683
Insult0.04149419
Profanity0.01893901
Threat0.031314444
Severe Toxicity0.004272461
Low Tox 0.15324512 Constructive 0.541 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It's not just Brampton, Indians have taken every job at gas stations, Tim Hortons, fast food, retail stores, you name it... They're everywhere.
It's not just Brampton, Indians have taken every job at gas stations, Tim Hortons, fast food, retail stores, you name it... They're everywhere.
Identity Attack0.17070955
Insult0.033790905
Profanity0.017914234
Threat0.007314181
Severe Toxicity0.0037384033
Low Tox 0.15213956 Constructive 0.53
Oct 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have …
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have to work 2-3 minimum wage paying jobs to get by, no we don't want to live 4 or more to a 400 sqft studio apartment, yes we want to be able to afford our own homes, yes we want to be able to achieve a stable middle class lifestyle. That doesn't work for the crony capitalists who's greed and lust for power always needs satiating. So we have the Liberal government bringing in more immigrants than we have infrastructure to accommodate in an effort to keep wages down so profits can always be up. Immigrants who are willing to accept a lower quality of life than what most Canadians expect/accustom to because it's still superior to where they came from. So the quality of life for all Canadians is exponentially reduced. We are to accept a lower quality of life and if we resist then we are branded with all kinds of derogatory names; racist, xenophobe, fascist, unacceptable fringe, far-right extremists, et al. What's undeniable is that before the Liberals took power in 2015 we had an immigration system in Canada that worked quite well and that since the Liberals took power our immigration system is a destructive mess. This isn't by accident or incompetence, it's intentional, by design. Unfortunately Canada has a problem with so much of our population being ideologically blind, willingly ignorant, easily manipulated, cowardly staying in an abusive relation with our current oppressive government. Question is can the country be saved before too much damage is done?
Identity Attack0.030433474
Insult0.0820023
Profanity0.021056883
Threat0.0068416605
Severe Toxicity0.00289917
Low Tox 0.15213956 Constructive 0.741
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Identity Attack0.024198212
Insult0.071750276
Profanity0.024199532
Threat0.0101363575
Severe Toxicity0.0039863586
Low Tox 0.15103401 Constructive 0.747 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Sir, we have a name for people like you.
Sir, we have a name for people like you.
Identity Attack0.00621564
Insult0.06599696
Profanity0.024404489
Threat0.009644418
Severe Toxicity0.0037384033
Low Tox 0.14256015 Low Con 0.217 Meta_Commentary
Aug 29, 2025 Why Canadians Are Turning Against …
In my country our most popular last name went from Smith/Brown for decades to Singh about 5 years ago. Can't go very many places where majority of staff are Indian especially if it comes to …
In my country our most popular last name went from Smith/Brown for decades to Singh about 5 years ago. Can't go very many places where majority of staff are Indian especially if it comes to driving jobs and the driving ability has declined ten fold!
Identity Attack0.12556632
Insult0.03335018
Profanity0.01941724
Threat0.0075083673
Severe Toxicity0.0039863586
Low Tox 0.13908891 Constructive 0.599 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Seeing decedents of immigrants disapproving the arrival of other immigrants is hilarious. Somebody needs to remind these people that they're descendants of immigrants themselves- why else do they think the Canadians speak French, have European …
Seeing decedents of immigrants disapproving the arrival of other immigrants is hilarious. Somebody needs to remind these people that they're descendants of immigrants themselves- why else do they think the Canadians speak French, have European names and are Caucasian?
Identity Attack0.12440576
Insult0.032028005
Profanity0.0118680475
Threat0.006485652
Severe Toxicity0.0028038025
Low Tox 0.13561769 Moderate Con 0.473 Humor_Satire
Nov 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the …
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the name of students, and those are the same who did illegal things in India. All the chaos is because government not filtering enough the people coming to Canada
Identity Attack0.12208464
Insult0.032138187
Profanity0.013131939
Threat0.006912862
Severe Toxicity0.0026512146
Low Tox 0.13388206 Moderate Con 0.353 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
i was so enjoying this show until the name "turdeau" was mentioned., now i had a headache.
i was so enjoying this show until the name "turdeau" was mentioned., now i had a headache.
Identity Attack0.0043657473
Insult0.06302499
Profanity0.020646973
Threat0.008841781
Severe Toxicity0.002336502
Low Tox 0.1269396 Moderate Con 0.386 Humor_Satire
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
“I prefer fattoush and tabouli to your salad” what an ijit! Regardless of the name, it’s all salad, Lena!!
“I prefer fattoush and tabouli to your salad” what an ijit! Regardless of the name, it’s all salad, Lena!!
Identity Attack0.0054756827
Insult0.0623257
Profanity0.03189224
Threat0.0064468146
Severe Toxicity0.0026512146
Low Tox 0.12520397 Moderate Con 0.314 Humor_Satire
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
why punjabi put our meitei names put singh instead of meitei/meetei. we meitei are punjabi or meitei and what is the religion of meitei whether micah's idolatory or hindu(vaisnavism) clarify it properly punjabi guys
why punjabi put our meitei names put singh instead of meitei/meetei. we meitei are punjabi or meitei and what is the religion of meitei whether micah's idolatory or hindu(vaisnavism) clarify it properly punjabi guys
Identity Attack0.105256535
Insult0.045007613
Profanity0.03915693
Threat0.009799767
Severe Toxicity0.005874634
Low Tox 0.12260055 Moderate Con 0.453
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All you need to do is cross over to the states throw your id away at the border and make up a new name when you get in apparently that’s what all the migrants are …
All you need to do is cross over to the states throw your id away at the border and make up a new name when you get in apparently that’s what all the migrants are doing that are crossing at the border
Identity Attack0.10221587
Insult0.02618698
Profanity0.015454767
Threat0.008945347
Severe Toxicity0.0035095215
Low Tox 0.12260055 Low Con 0.236 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem …
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem with women and children abused, in violence and almost killed and our resources which are suppose to help protect the men coming here doing this because as immigrants they have value and so support anything they do to innocent people here because they have more worth as human beings than people born, raised and who lived here all their lives. Two lives viciously destroyed to protect someone sick with hate who is chronic woman hater and abuser but he must be respected for it. As someone immersed all their life in "culture" domestic violence is not culture as in immigration it's abuse and a crisis brought here and then force by law respect for it when it is already here bc it is a planet problem. For people without a lifetime of knowledge you would be shocked if knew what people think and say about us living here and what they believe from complete ignorance. It is a belief everything is owed to make lives bigger and better for them above everyone else bc they suffered somewhere else but the assumption is every person in Canada had the opportunity born here that all people should be rich and if anyone is under that standard they deserve nothing and it should be given to everyone coming in. It is understood in some groups the purpose and wants of Canadian women is providing free services to immigrant men because this is how all Canadian women chose to live as women. The expectation of women is back to the stone age to obey, speak when given permission and respect abuse. Our authorities now back that up. Don't believe me you can see evidence. We are being forced by law to change. How many persons with criminal records are here in past decade was that recent news report? There's good and bad but if you don't respect the bad then see what happens to you because suddenly you will the bad one as a Canadian so be prepared to respect and appreciate everything you spent a lifetime believing you didn't have to. Some people could write an encyclopedia of wild and bizarre things and opinions and expectations of the views others have of life here and it would make most here all their lives want to flee and leave. There are two opposite meanings of what respect is. It amounts to respect them and everything bad and disrespectful to us or we have no respect any other names. This includes not one specific culture but numerous ones and I am referring to a different one than referenced in this video. Respect divided into two opposite meanings, ignorance, lack of care, abuse, hate and so many things which our government is permitting to happen and people are losing their physical lives and becoming physically and mentally ill and it is directly related to destroying Canadians living here, killing them to force a message of change of respects and persons need to die to force it.
Identity Attack0.07673789
Insult0.03599453
Profanity0.028230323
Threat0.045895394
Severe Toxicity0.00579834
Low Tox 0.115658075 Constructive 0.83
Aug 28, 2025 Why Canadians Are Turning Against …

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.