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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: "There all INDIANS!" 4,309 comments · Page 161 of 173
I worked for an Indian couple and they would drive to the other side of town to visit other Indian stores, pharmacies, doctors, restaurants. When it became obvious why they did it… I stopped working …
I worked for an Indian couple and they would drive to the other side of town to visit other Indian stores, pharmacies, doctors, restaurants. When it became obvious why they did it… I stopped working for them.
Identity Attack0.10221587
Insult0.024124376
Profanity0.017504321
Threat0.007340072
Severe Toxicity0.002193451
Low Tox 0.104361884 Moderate Con 0.491 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Another problem is I live in a small city of about 25,000 and there's four work visa offices in this city I thought that was the government's business and guess what everyone is owned by …
Another problem is I live in a small city of about 25,000 and there's four work visa offices in this city I thought that was the government's business and guess what everyone is owned by a East Indian
Identity Attack0.09576365
Insult0.023028618
Profanity0.020100424
Threat0.007068211
Severe Toxicity0.002708435
Low Tox 0.103928015 Constructive 0.53 Identity_Assertion
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later demographic shift could later be seen during 16th century from European colonization where majority of french and british invaded with consistent colonization & took control of the land, these settlers, along with later European immigrants, seized indigenous land, displaced indigenous communities, and brought diseases that decimated native populations. Long story short now, based on 2021 census data shows native canadian population make up to only 5% of total Canadian population whereas the rest remaining are non-indigenous people of Canada at above 90% are foreign invaders from 16th century who came as an opportunist and occupied everything; same as Indian they came took the opportunity by working hard, contributing to the nation yet, you people here crying, complaining & bragging abt these & that abt Indian's bt let's not forget "Europeans" are the ones who did the dirtiest things characterized by forced assimilation, abusive residential school system, and loss of land. Please explain this from a liberal perspective, how was it fair for Indigenous people of Canada?? compared to Indian Standards.
Identity Attack0.0543092
Insult0.03522326
Profanity0.016069634
Threat0.007417747
Severe Toxicity0.0031089783
Low Tox 0.103494145 Constructive 0.683 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Hopefully just Indians, the others actually attempted to assimilate.
Hopefully just Indians, the others actually attempted to assimilate.
Identity Attack0.15526927
Insult0.004422498
Profanity0.00058548915
Threat0.0027542922
Severe Toxicity0.000015683296
Low Tox 0.10309766
Apr 15, 2025
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to …
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to our country. I agree, I think if people come to my country, they need to assimilate. Learn our languages, understand our culture and integrate. I feel that they need to create another sector to follow up on visas, check in on people, monitor. I also feel the banks need to monitor the amount of money people are sending back home, I understand some money. But not everything.
Identity Attack0.08749158
Insult0.024640027
Profanity0.029596692
Threat0.00948907
Severe Toxicity0.0037956238
Low Tox 0.103060275 Constructive 0.852 Policy_Critique
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Proof that Canadians love the Indian..
Proof that Canadians love the Indian..
Identity Attack0.08831879
Insult0.025155678
Profanity0.014942379
Threat0.006272047
Severe Toxicity0.002632141
Low Tox 0.103060275 Moderate Con 0.357 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
The video starts with the Indian music note. How unexpected.!
The video starts with the Indian music note. How unexpected.!
Identity Attack0.057492398
Insult0.022964163
Profanity0.019485557
Threat0.007832011
Severe Toxicity0.0029754639
Low Tox 0.103060275 Low Con 0.29 Meta_Commentary
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's …
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's nothing wrong with good honest working people moving to a new country and living and working like the locals. But when you live OFF of the locals tax dollars or cheat the system, it is not going to be healthy for immigrants, Canadians or the economy.
Identity Attack0.07673789
Insult0.028392024
Profanity0.0127561875
Threat0.006304411
Severe Toxicity0.00207901
Low Tox 0.103060275 Constructive 0.61 Economic_Argument
Oct 2, 2025 IRCC Names India in Study …
I was actually expecting Tyler to show up on six nations reservation, when he asked " and how does the native Canadian population feel about the Indians
I was actually expecting Tyler to show up on six nations reservation, when he asked " and how does the native Canadian population feel about the Indians
Identity Attack0.10221587
Insult0.025026767
Profanity0.0137468055
Threat0.006602164
Severe Toxicity0.0022792816
Low Tox 0.102626406 Constructive 0.502 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I think Tyler is a reasonable person. The more he learns about Indians the more he will like them especially as cultural differences soften.
I think Tyler is a reasonable person. The more he learns about Indians the more he will like them especially as cultural differences soften.
Identity Attack0.10221587
Insult0.023866551
Profanity0.022628209
Threat0.0077025536
Severe Toxicity0.0033950806
Low Tox 0.102192536 Constructive 0.548 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
This has been going on for 200 years, the difference is, is its now millions, not thousands. Italians came to US/ Canada in 1900's and kept to themselves just like the Indians. Mennonites, Chinese, Irish, …
This has been going on for 200 years, the difference is, is its now millions, not thousands. Italians came to US/ Canada in 1900's and kept to themselves just like the Indians. Mennonites, Chinese, Irish, all the same but just in a smaller way. It's balloned over time.
Identity Attack0.07177465
Insult0.028722567
Profanity0.016752819
Threat0.007521313
Severe Toxicity0.0025749207
Low Tox 0.102192536 Constructive 0.595 Comparative_Framing
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians and South asians are majority of Brampton total population.
Indians and South asians are majority of Brampton total population.
Identity Attack0.1007269
Insult0.024640027
Profanity0.022764845
Threat0.007598988
Severe Toxicity0.0029563904
Low Tox 0.10175867 Moderate Con 0.311 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indian households in Canada make more on average than native Canadians. To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name. But …
Indian households in Canada make more on average than native Canadians. To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name. But before that they let in extremely intelligent and hard working folks from India who are currently upholding this country's tech industry. I know this for a fact as I am in tech and have eyes.
Identity Attack0.10221587
Insult0.024897853
Profanity0.012243799
Threat0.0063108844
Severe Toxicity0.0023078918
Low Tox 0.10175867 Constructive 0.705 Policy_Critique
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, …
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, to build businesses, to pay taxes, and to make this country stronger, just like every generation before them. So stop pointing fingers. This is our Canada, built by all of us, together. Diversity isn’t the problem — it’s our power. 💪
Identity Attack0.053399716
Insult0.026831545
Profanity0.012722028
Threat0.0066733654
Severe Toxicity0.0020694733
Low Tox 0.10175867 Constructive 0.653 Solidarity
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Tamils Punjabi Indians Muslims Chinese Bangladesh Philippinos
Tamils Punjabi Indians Muslims Chinese Bangladesh Philippinos
Identity Attack0.10221587
Insult0.045007613
Profanity0.06044999
Threat0.012181788
Severe Toxicity0.010757446
Low Tox 0.10175867 Low Con 0.249 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
They are overpopulating my area too. When I walk around my Costco, there have been times where there are Indians in every single direction I look, as far as I can see. I'm not even …
They are overpopulating my area too. When I walk around my Costco, there have been times where there are Indians in every single direction I look, as far as I can see. I'm not even exaggerating. If I forgot where I was, I would think I was in India. There are so many Indian restaurants around me. The area I live in is actually a nice newly built area (over the past 5 years.) It wasn't like this when I first moved to this area.
Identity Attack0.10221587
Insult0.02212623
Profanity0.027137227
Threat0.0076119336
Severe Toxicity0.0031852722
Low Tox 0.10175867 Constructive 0.658 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They attends the psw schools owned by indians. They are marked present at school while in real life they are working.
They attends the psw schools owned by indians. They are marked present at school while in real life they are working.
Identity Attack0.08500996
Insult0.028281843
Profanity0.018734055
Threat0.007197669
Severe Toxicity0.0026512146
Low Tox 0.1013248 Low Con 0.252 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
I am Indian American and totally agree with bike guy. Saying truth is not rasicim. That's so sad to see
I am Indian American and totally agree with bike guy. Saying truth is not rasicim. That's so sad to see
Identity Attack0.05612817
Insult0.023093075
Profanity0.02385794
Threat0.0076637166
Severe Toxicity0.0024795532
Low Tox 0.10089093 Constructive 0.723 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I never been near Brampton, but actually it looks kinda chill😀 I love Indian and Pakistani food. From your Middle Eastern neighbour in Missassauaga 😂😂😂😂😂😂
I never been near Brampton, but actually it looks kinda chill😀 I love Indian and Pakistani food. From your Middle Eastern neighbour in Missassauaga 😂😂😂😂😂😂
Identity Attack0.06704199
Insult0.020837102
Profanity0.021876704
Threat0.007327127
Severe Toxicity0.003452301
Low Tox 0.10045706 Constructive 0.597 Solidarity
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
I wonder if the native Indians felt the same way.
I wonder if the native Indians felt the same way.
Identity Attack0.10221587
Insult0.020901557
Profanity0.021330157
Threat0.0072235605
Severe Toxicity0.0026893616
Low Tox 0.10045706 Moderate Con 0.403 Comparative_Framing
Sep 21, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
Identity Attack0.06158508
Insult0.0279513
Profanity0.015420608
Threat0.006427396
Severe Toxicity0.0019359589
Low Tox 0.10045706 Moderate Con 0.322 Identity_Assertion
Jun 20, 2025 11 likes How Canada broke its immigration …
I visited Brampton over New Year's 2018. I couldn't believe how huge the Indian community was at the time. The weather was extremely brutal, so we didn't go out much. Everywhere we did go was …
I visited Brampton over New Year's 2018. I couldn't believe how huge the Indian community was at the time. The weather was extremely brutal, so we didn't go out much. Everywhere we did go was ALL Indian! I was visiting a friend's family. I remember asking him if there were any cultural conflicts between the immigrants and the Canadians. At the time, it didn't seem to be a problem. Evidently, a lot has changed since then!
Identity Attack0.10221587
Insult0.023995465
Profanity0.014600786
Threat0.0073918556
Severe Toxicity0.002708435
Low Tox 0.09958932 Constructive 0.776
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I’ve worked in this city since 2007 you couldn’t pay my mortgage off to move here. Tyler didn’t mention it’s rated #1 of Indian migrants outside of India in the world.
I’ve worked in this city since 2007 you couldn’t pay my mortgage off to move here. Tyler didn’t mention it’s rated #1 of Indian migrants outside of India in the world.
Identity Attack0.10221587
Insult0.023221988
Profanity0.012517073
Threat0.0062849927
Severe Toxicity0.0019359589
Low Tox 0.09958932 Constructive 0.507
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration has increased because the government needs more people for the economy. The population 25+ years ago was enough to keep with the costs and demand. Now, Canada probably has a lot of demand and …
Immigration has increased because the government needs more people for the economy. The population 25+ years ago was enough to keep with the costs and demand. Now, Canada probably has a lot of demand and needs an influx of people both for education and jobs. Indians are enticed to come because they hear about towns that cater towards Indians like Brampton. Chinese people used to be the majority of immigrants and that was because Chinatowns would cater to them. Not to mention, these immigrants likely have temporary worker or student visas. These an whole thing with the student visas but I don't want to get into it. So Amazon and other large companies need a lot of workers for their demand and look outside of Canada to fill the job numbers. Meanwhile, Canadians that have been here for awhile are on the streets and jobless. So basically, Canada needs immigration for its demand but I think when too many people come all at once and from usually one country, Canadians will notice the change and feel the tensions that come with it.
Identity Attack0.08004672
Insult0.027476108
Profanity0.015625564
Threat0.0069516995
Severe Toxicity0.0024032593
Low Tox 0.09958932 Constructive 0.716
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
in my home city in Italy indians works in the fields for 2/5 euros per hour, and they are happy.
in my home city in Italy indians works in the fields for 2/5 euros per hour, and they are happy.
Identity Attack0.083355546
Insult0.022448512
Profanity0.024814399
Threat0.007689608
Severe Toxicity0.0030899048
Low Tox 0.09915545 Constructive 0.549
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.