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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: "Have you noticed that the …" 135 comments · Page 4 of 6
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone with a brain can see what the USA has become these days (government wise) But a controlled program without liberals and conservatives talking it into the ground. Or going the human rights violations route. We would see a noticeable decrease in this very evident problem, and yes it’s problem. I’m not liberal or conservative at all and you should not need to be either to see the problem.
Identity Attack0.058401883
Insult0.06617179
Profanity0.025497584
Threat0.010369381
Severe Toxicity0.003566742
Low Tox 0.15103401 Constructive 0.665
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Hey, did anyone notice this VIDEO was removed and than reappeared on his YOUTUBE Channel 💭
Hey, did anyone notice this VIDEO was removed and than reappeared on his YOUTUBE Channel 💭
Identity Attack0.013445892
Insult0.024511116
Profanity0.043165036
Threat0.019573374
Severe Toxicity0.0074768066
Low Tox 0.14082454 Low Con 0.276 Meta_Commentary
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
how did you get a front car camera and a drone camera without the guy noticing lolol
how did you get a front car camera and a drone camera without the guy noticing lolol
Identity Attack0.004994711
Insult0.029053112
Profanity0.033645786
Threat0.015256803
Severe Toxicity0.0051498413
Low Tox 0.13561769 Low Con 0.242 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken …
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken over by East Indians. Now days you are hard pressed to get a taxi anywhere in Canada and get a driver who hails from India. I used to like Tim Horton's until I needed an interpreter to make my order, one doesn't speak English so, she had to get another worker to take my order. You go into any 7/11 or any gas station, or convenience store. All are staffed by people from India. But, it isn't just Indians. There are many other immigrants coming to Canada from China, Japan etc. None of these immigrants do not speak very good English. I have faced prejudice from these people who do not recognize my rights as an indigenous person. Going for an xray, blood test the field is mostly Asian. I have to get cataract surgery and I couldn't understand the Chinese receptionist and had to spell most of what I said to her. That means their business is mostly with Chinese-speaking people. As a First Nations person my status will always be a minority. With every immigrant that comes to Canada my status as an indigenous person diminishes. Taking transit shows me that english or french are ever spoken. Canadians are the new minority.
Identity Attack0.10221587
Insult0.054962315
Profanity0.020646973
Threat0.008401625
Severe Toxicity0.0042533875
Low Tox 0.13214645 Constructive 0.806 Identity_Assertion
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
If you double Canada's population with Indians Canadians will be a minority. While in India nobody would even notice someone is missing. Did I write "if"? I meant "when".
If you double Canada's population with Indians Canadians will be a minority. While in India nobody would even notice someone is missing. Did I write "if"? I meant "when".
Identity Attack0.11280017
Insult0.029934563
Profanity0.013576009
Threat0.007081157
Severe Toxicity0.002822876
Low Tox 0.121732734 Moderate Con 0.39 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are …
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are doing it is far superiors the way the US does it. They actually try to determine if you're going to be a detriment to the society you're moving into. For example, if you are unable to prove that you won't be financially reliant on the state, they won't let you in. There are probably exceptions for refugees.
Identity Attack0.08583717
Insult0.046178754
Profanity0.018529098
Threat0.0076637166
Severe Toxicity0.0032424927
Low Tox 0.11347008 Constructive 0.687
Jan 27, 2026 Inside Canada's Indian Invasion...
When government leaders focus on population and economic growth that's usually is a sign that they aren't balancing the budget correctly. They're trying to increase tax revenue without increasing taxes. I'd look closer at government …
When government leaders focus on population and economic growth that's usually is a sign that they aren't balancing the budget correctly. They're trying to increase tax revenue without increasing taxes. I'd look closer at government corruption. Overpopulation destroys the environment. Canada is one of the few places on earth that still has an environment. Russia and Australia are the other ones. Russia's strategy is to look sort of like an ogre and it's too cold. Australia's strategy is to look like they harbor too many dangerous animals and the land is too arid. Canada's strategy is to keep higher taxes than the USA and it's too cold. People tend to gravitate toward lower tax and warmer places. Fewer people is better, it doesn't matter what their race is. I did notice the Indians he talked to were patriotic to their adoptive country, that's a good sign. Host nations like when the new people assimilate.
Identity Attack0.022590388
Insult0.06459839
Profanity0.020783609
Threat0.007819066
Severe Toxicity0.0024032593
Low Tox 0.112953395 Constructive 0.711
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
notice how no one is moving to INDIA
notice how no one is moving to INDIA
Identity Attack0.10221587
Insult0.023093075
Profanity0.022628209
Threat0.008453408
Severe Toxicity0.0039482117
Low Tox 0.112333365 Low Con 0.294 Comparative_Framing
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
I just noticed ... after writting two lengthy comments ...that this site of propaganda ..... is 7 years old .... God help us !!!!
I just noticed ... after writting two lengthy comments ...that this site of propaganda ..... is 7 years old .... God help us !!!!
Identity Attack0.0054756827
Insult0.04149419
Profanity0.015079016
Threat0.0068416605
Severe Toxicity0.0016880035
Low Tox 0.11119666 Moderate Con 0.304
Nov 11, 2024 How much do refugees and …
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs …
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs are Indian nationals too.
Identity Attack0.10815793
Insult0.023479814
Profanity0.014498309
Threat0.006686311
Severe Toxicity0.0025177002
Low Tox 0.10956833 Constructive 0.737 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I can tell you that there is something significant that this country is not addressing: "fake degrees" coming out of India, especially in the field of Health Sciences and Engineering. I'm a recruiter at one …
I can tell you that there is something significant that this country is not addressing: "fake degrees" coming out of India, especially in the field of Health Sciences and Engineering. I'm a recruiter at one of the largest recruiting agencies in Ontario (Toronto), but I've been noticing something unusual about the degrees coming out of India. This is something that the government needs to address. I guarantee you, if they can do a thorough investigation, something may come out, "something not good".
Identity Attack0.061130337
Insult0.039151907
Profanity0.019212283
Threat0.007598988
Severe Toxicity0.0026512146
Low Tox 0.10956833 Constructive 0.743
Nov 7, 2025 IRCC Names India in Study …
Mexicans being in the U.S. makes sense historically. A lot of the Southwest used to be part of Spain and Mexico, so Spanish city names, streets, food, and culture were already here before the borders …
Mexicans being in the U.S. makes sense historically. A lot of the Southwest used to be part of Spain and Mexico, so Spanish city names, streets, food, and culture were already here before the borders changed. That's why Mexican culture blends into the U.S. more naturally - same Western roots, similar religion, long shared history. With India and Canada, it's different. There's no shared history or cultural foundation there, so when large numbers move in, they bring an entirely separate culture instead of blending into what already exists. That's why it feels more noticeable and disconnected.
Identity Attack0.10221587
Insult0.025929155
Profanity0.017436003
Threat0.006815769
Severe Toxicity0.0026893616
Low Tox 0.10653123 Constructive 0.546 Comparative_Framing
Jan 27, 2026 107 likes Inside Canada's Indian Invasion...
Thank you so much Tyler! I've been watching you and some others for quite some time. I'm actually here right now on business and have been noticing a bunch of crazy stuff. Keep up the …
Thank you so much Tyler! I've been watching you and some others for quite some time. I'm actually here right now on business and have been noticing a bunch of crazy stuff. Keep up the good work. Thank you so much for showcasing just one of the things going on here in Canada.
Identity Attack0.004920715
Insult0.06337463
Profanity0.020442016
Threat0.0058998563
Severe Toxicity0.0012159348
Low Tox 0.10566349 Constructive 0.692 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton born and bread here 🙋‍♂️. During my childhood and teenage years, Brampton was known to be one of the most ethnically diverse places in the world. It wasn’t until my university years I noticed …
Brampton born and bread here 🙋‍♂️. During my childhood and teenage years, Brampton was known to be one of the most ethnically diverse places in the world. It wasn’t until my university years I noticed an influx of people of a particular demographic in my city. Now, the majority of Bramptonians who lived in the city 10+ years ago have essentially been flushed out of our own city. I’m not opposed to immigration at all but what this group have done to the fabric and culture of Brampton is so sad. It’s moved from a city of diversity to one of homogeneity and it’s absolutely disheartening.
Identity Attack0.055218685
Insult0.036214896
Profanity0.021125201
Threat0.008013252
Severe Toxicity0.0035476685
Low Tox 0.10522962 Constructive 0.721 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Has anyone noticed that the Hanuman god statue’s arm’s and hand’s are positioned similar to the baphomet statue?
Has anyone noticed that the Hanuman god statue’s arm’s and hand’s are positioned similar to the baphomet statue?
Identity Attack0.089145996
Insult0.02012808
Profanity0.021398475
Threat0.009540852
Severe Toxicity0.004234314
Low Tox 0.10045706 Low Con 0.223 Unverified_Claim
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)
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. …
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. They're using the shop to get their mates into the country by giving them jobs until they can claim residency. Been about 5 new guys come and go. Before them the shop gave me and others from my small town an income and we were all great friends. It's a shame.
Identity Attack0.015254694
Insult0.039444692
Profanity0.013610168
Threat0.0061425893
Severe Toxicity0.0012969971
Low Tox 0.09828771 Constructive 0.76 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. …
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. Buy a house with stolen money. The own and work in all convenience stores, gas stations where they also sell stolen goods. The do fraud. Operation Big Red a cargo theft ring, Brampton's Peel region is second in the world for most stolen cargo, second to LA.
Identity Attack0.006881601
Insult0.04442204
Profanity0.0113727385
Threat0.007365964
Severe Toxicity0.0017166138
Low Tox 0.09568449 Constructive 0.571 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. …
Tyler now that you've come to Brown Town, Bramladesh. Do some research into (Operation Big Red) notice the demography involved in the cargo theft crimes. They drive truck and steal cargo, sell cargo for 250K. Buy a house with stolen money. The own and work in all convenience stores, gas stations where they also sell stolen goods. The do fraud. Operation Big Red a cargo theft ring, Brampton's Peel region is second in the world for most stolen cargo, second to LA.
Identity Attack0.006881601
Insult0.04442204
Profanity0.0113727385
Threat0.007365964
Severe Toxicity0.0017166138
Low Tox 0.09568449 Constructive 0.571 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
In the dim glow of his rented basement apartment, Marc stared at the latest rent increase notice and whispered to himself, “Why is every square foot in Canada worth more than my future?” He scrolled …
In the dim glow of his rented basement apartment, Marc stared at the latest rent increase notice and whispered to himself, “Why is every square foot in Canada worth more than my future?” He scrolled through forums, government reports, and angry comment threads, zoning laws, all pieces of a puzzle that refused to assemble. Each explanation felt true yet insufficient, like a single brick pretending to be a house; the deeper he dug, the more the reasons multiplied without ever adding up to certainty. By dawn he closed the laptop, still ignorant, still paying, and still murmuring the same unanswerable question into the expensive silence.
Identity Attack0.008028535
Insult0.04852104
Profanity0.016889455
Threat0.007094103
Severe Toxicity0.0019454956
Low Tox 0.09438288 Constructive 0.503 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
What I noticed in this video is the people from Indian community respects and helped the interviewer as their own and heard no negative nonsense. Hope we can all live together in harmony and respect …
What I noticed in this video is the people from Indian community respects and helped the interviewer as their own and heard no negative nonsense. Hope we can all live together in harmony and respect each other with no hate.
Identity Attack0.036878675
Insult0.027605021
Profanity0.053435806
Threat0.008181547
Severe Toxicity0.0023555756
Low Tox 0.09351514 Constructive 0.768 Solidarity
Nov 27, 2025 78 likes Inside Canada's Indian Metropolis (Brampton)
There is something significant that this country is not addressing: "fake degrees" coming out of India, especially in the field of Engineering. I'm a recruiter at one of the largest recruiting agencies in Ontario (Toronto), …
There is something significant that this country is not addressing: "fake degrees" coming out of India, especially in the field of Engineering. I'm a recruiter at one of the largest recruiting agencies in Ontario (Toronto), but I've been noticing something unusual about the degrees coming out of India. This is something that the government needs to pay attention to. Big companies like Hydro One, Toronto Hydro believe everything under the sun, I guarantee you, if they can do a thorough investigation, something may come out, "something not good".
Identity Attack0.04023018
Insult0.032468732
Profanity0.01620627
Threat0.0069646453
Severe Toxicity0.0019931793
Low Tox 0.08874765 Constructive 0.72 Unverified_Claim
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Have you ever noticed Tyler mimics his accent to sound like whoever he's talking to🤣
Have you ever noticed Tyler mimics his accent to sound like whoever he's talking to🤣
Identity Attack0.004994711
Insult0.029493837
Profanity0.029050145
Threat0.006440342
Severe Toxicity0.0021362305
Low Tox 0.08716487 Low Con 0.294 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
O wow ...wow...who would have ever though ...that lack of control over our border could couse issues...o wow. Being sarcastic here. Just in case its hard to notice...
O wow ...wow...who would have ever though ...that lack of control over our border could couse issues...o wow. Being sarcastic here. Just in case its hard to notice...
Identity Attack0.007954539
Insult0.030265106
Profanity0.01265371
Threat0.0069905366
Severe Toxicity0.0015544891
Low Tox 0.08716487 Moderate Con 0.426 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Immigration isnt bad...its good. But open borders and a very flast influx of foreigners isnt. It doesn't make them assimilate nor does it help canadians assimilate to them. They just avoid eachother until they can't. …
Immigration isnt bad...its good. But open borders and a very flast influx of foreigners isnt. It doesn't make them assimilate nor does it help canadians assimilate to them. They just avoid eachother until they can't. Immigration is supposed to be a process/privilege, not to be taken for granted. Do it slow and nobody will even notice.
Identity Attack0.057492398
Insult0.021288296
Profanity0.012141321
Threat0.007547205
Severe Toxicity0.0020122528
Low Tox 0.085582085 Moderate Con 0.419
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.