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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: "Its the same way in …" 970 comments · Page 32 of 39
You should investigate the extortions going on within the indian communities in Vancouver/ Surrey BC, Canada. It would be like a part 2 of this video but way more interesting. Look into it.
You should investigate the extortions going on within the indian communities in Vancouver/ Surrey BC, Canada. It would be like a part 2 of this video but way more interesting. Look into it.
Identity Attack0.058856625
Insult0.018516673
Profanity0.013712646
Threat0.007935578
Severe Toxicity0.0018787384
Low Tox 0.07845957 Moderate Con 0.478 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
I just found Migrants are getting free dental, prescriptions and bus passes, and I, a Canadian, who has worked and paid taxes 40 yrs, homeless, get none of these. I am now convinced a revolt …
I just found Migrants are getting free dental, prescriptions and bus passes, and I, a Canadian, who has worked and paid taxes 40 yrs, homeless, get none of these. I am now convinced a revolt is the only way to get respect.
Identity Attack0.053854458
Insult0.019547975
Profanity0.010928668
Threat0.0071717775
Severe Toxicity0.0018119812
Low Tox 0.077668175 Constructive 0.69 Personal_Narrative
Jan 30, 2026 Canada’s new rules in 2026
When the indians . Indus .Punjabis going to back ?shht way to many way to many god 😢
When the indians . Indus .Punjabis going to back ?shht way to many way to many god 😢
Identity Attack0.109089136
Insult0.0047423025
Profanity0.0010661122
Threat0.00086353207
Severe Toxicity0.000012841906
Low Tox 0.07699497
Apr 21, 2025 1 likes
Quebec shows Canada how to do it that is the only way 🤔 out you go
Quebec shows Canada how to do it that is the only way 🤔 out you go
Identity Attack0.010063417
Insult0.0279513
Profanity0.014634945
Threat0.010162249
Severe Toxicity0.0024986267
Low Tox 0.07687678 Low Con 0.192 Identity_Assertion
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Millions staying here illegally…they have no way of tracking or removing?
Millions staying here illegally…they have no way of tracking or removing?
Identity Attack0.037909906
Insult0.018129934
Profanity0.011201942
Threat0.010291707
Severe Toxicity0.0022220612
Low Tox 0.07687678 Low Con 0.19
Dec 25, 2025 1 likes Deportations From Canada at Their …
Go to surrey bc lol the fastest way from India to China is the alexfraser bridge.
Go to surrey bc lol the fastest way from India to China is the alexfraser bridge.
Identity Attack0.02048012
Insult0.02264188
Profanity0.025497584
Threat0.009126588
Severe Toxicity0.002861023
Low Tox 0.07608539 Low Con 0.264 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only …
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only to those it needs and that as a privilege -NO ONE has any rights to coming to Canada and those who are accorded such an opportunity need to understand clearly that they are opting for a new way of life that gives them opportunity and must be prepared psychologically to adapt and contribute -This concept has been brutalized in recent decades and law order and expectations have been trampled on -Hence today’s situation-a Canadian who came according to law and embraced Canada its way of life and Canadians
Identity Attack0.035589635
Insult0.029053112
Profanity0.012107162
Threat0.006977591
Severe Toxicity0.0019931793
Low Tox 0.075294 Constructive 0.616 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Identity Attack0.027614836
Insult0.018065477
Profanity0.010587076
Threat0.008000307
Severe Toxicity0.0015830994
Low Tox 0.075294 Constructive 0.545 Economic_Argument
Jan 11, 2026 Deportations From Canada at Their …
I absolutely LOVE what that woman wrote and read to us. She is absolutely correct. I feel the very same way and I'm sure many Canadians do as well. I'm also tired of walking on …
I absolutely LOVE what that woman wrote and read to us. She is absolutely correct. I feel the very same way and I'm sure many Canadians do as well. I'm also tired of walking on eggshells while watching everything I love disappear to make way for an entirely different culture, especially one that is completely incompatible with the Canadian values and freedoms I grew up with.
Identity Attack0.04203484
Insult0.025800243
Profanity0.019212283
Threat0.0063885585
Severe Toxicity0.0020313263
Low Tox 0.07450261 Constructive 0.793
Aug 25, 2025 91 likes Why Canadians Are Turning Against …
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next …
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next to my neighborhood. It was a beautiful addition to the town as it allowed wildlife a place to find shelter, while giving us a little nature loop within walking distance. On multiple occasions I have caught people dumping literal truckloads of their households' trash into this small forest on a backroad I frequent. When confronted they laugh it off, and generally don't appear to see that what they're doing is wrong. The pond itself is also filled with crap, despite the posted signs informing of the harm this causes the ecosystem. From my (and most people who live here) experience it is overwhelmingly a single demographic that is responsible for the uncleanness in our shared spaces. Any BC resident can tell you about the access to beautiful nature we are privileged to, and I hate more than anything to see it being desecrated in the way I have. Most people will not speak up about this.
Identity Attack0.0056236745
Insult0.034562174
Profanity0.02023706
Threat0.0067251488
Severe Toxicity0.0017261505
Low Tox 0.07450261 Constructive 0.806 Personal_Narrative
Jan 27, 2026 460 likes Inside Canada's Indian Invasion...
Try finding an apartment!! I had to move from one airbnb yo another to another for months. Meanwhile, getting passed over from one apartment to another. These folks were transferring first and last before even …
Try finding an apartment!! I had to move from one airbnb yo another to another for months. Meanwhile, getting passed over from one apartment to another. These folks were transferring first and last before even being chosen. They were starting bidding wars over apartments. Paying way more than asked. That's what drove the rent cost through the roof! I have a friend who has been staying at motel for months now trying to find a place. He was turned down for a place with a cosigner that makes 100k a year! It needs to stop!
Identity Attack0.0048837173
Insult0.033570543
Profanity0.019895468
Threat0.0072882893
Severe Toxicity0.001783371
Low Tox 0.07371122 Constructive 0.748 Economic_Argument
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Problem here in Canada is you can BRIBE your way to a driver's license coast to coast. We allow private testers in Canada.
Problem here in Canada is you can BRIBE your way to a driver's license coast to coast. We allow private testers in Canada.
Identity Attack0.021987455
Insult0.029163294
Profanity0.0127903465
Threat0.0068416605
Severe Toxicity0.0018024445
Low Tox 0.071337044 Moderate Con 0.412 Policy_Critique
Jan 27, 2026 50 likes Inside Canada's Indian Invasion...
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation …
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation completely. There needed to be people brought in to build, plant and develop the country at that time. We are no longer in need of mass migration as we already have a developed country. I wonder how many of the liberals would change their positions if the policy was, if you want a new migrant to come into Canada you have to pay for them out of your own paycheques and if you don't want a new migrant you don't have to pay. Pretty sure, very few people would want to pay when it is put that way but we are ALL forced to pay to cover that tab.
Identity Attack0.036105253
Insult0.028171662
Profanity0.013166099
Threat0.006763986
Severe Toxicity0.0016498566
Low Tox 0.07054565 Constructive 0.734 Policy_Critique
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants make a powerful voting block and as your numbers increase, their power will also increase… And I do think Canada is a very attractive destination, given all the government subsidies… Healthcare, dental care, child care, Pharma care… Subsidized, housing… To say nothing of the special refugee and immigrant programs…
Identity Attack0.030175667
Insult0.027841117
Profanity0.015557245
Threat0.0067316215
Severe Toxicity0.001964569
Low Tox 0.069754265 Constructive 0.68 Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
2 Chronicles 7:14 King James Version 14 If my people, which are called by my name, shall humble themselves, and pray, and seek my face, and turn from their wicked ways; then will I hear …
2 Chronicles 7:14 King James Version 14 If my people, which are called by my name, shall humble themselves, and pray, and seek my face, and turn from their wicked ways; then will I hear from heaven, and will forgive their sin, and will heal their land.
Identity Attack0.033269364
Insult0.017872108
Profanity0.029596692
Threat0.015947454
Severe Toxicity0.0032615662
Low Tox 0.06896287 Moderate Con 0.403 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you …
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you going to do about it. Nothing and they know it. So maybe this is the shot across the bow letting us know its going to be that way whether we want it to or not.
Identity Attack0.022992345
Insult0.021803947
Profanity0.015079016
Threat0.012233571
Severe Toxicity0.0019359589
Low Tox 0.06817148 Moderate Con 0.465
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Still TOO MANY.... SLASH TO ZERO!! In Canada... Too many taxes & turbans!!! WAY TOO MANY!!
Still TOO MANY.... SLASH TO ZERO!! In Canada... Too many taxes & turbans!!! WAY TOO MANY!!
Identity Attack0.02238941
Insult0.024382202
Profanity0.011082385
Threat0.007624879
Severe Toxicity0.002155304
Low Tox 0.067380086 Low Con 0.252
Jan 3, 2026 1 likes New rules, regulations take effect …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. …
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. Most people don't even know, unless you listen to the many that are in shelters and on social media, most have been told that Canada is a country which will pay you and cover all your housing. There is a code of silence which does not always come from inside Canada. It's the code on how to take advantage of a countries blindness by abusing it's Government financial Immigration and Refugee programs. 1. Make a claim, any claim as it will take years before Canada figures out your claim is false. If all does not go well, have a baby on the land. This way you can't be deported and the Canadian government will give you more money because you have a child. There are many more but I will not write them to place them into the open world but there are many more tactics of abuse, Student Visa is but one of them, the next is Migrants. If you are not near the system but you listen closely to the stories, you will hear the real truth and you will also hear the underground truth which people speak about behind closed doors.
Identity Attack0.022992345
Insult0.030154925
Profanity0.015147334
Threat0.0067963502
Severe Toxicity0.0018405914
Low Tox 0.06381883 Constructive 0.705 Unverified_Claim
Dec 24, 2025 4 likes Deportations From Canada at Their …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …
I think the majority of students from India are using study permits as a way to circumvent going through regular immigration channels.
I think the majority of students from India are using study permits as a way to circumvent going through regular immigration channels.
Identity Attack0.055673428
Insult0.017872108
Profanity0.019075647
Threat0.0074048014
Severe Toxicity0.002155304
Low Tox 0.063027434 Moderate Con 0.43
Oct 7, 2025 IRCC Names India in Study …
Where are they ? Well they are probably collecting welfare from Social Services the amount deposited in some bank accounts and they went back home transfering the funds to family and friends who are laughing …
Where are they ? Well they are probably collecting welfare from Social Services the amount deposited in some bank accounts and they went back home transfering the funds to family and friends who are laughing all the way to the bank
Identity Attack0.0058456613
Insult0.029714199
Profanity0.013917602
Threat0.005964585
Severe Toxicity0.0010728836
Low Tox 0.063027434 Low Con 0.265
Sep 30, 2025 IRCC Names India in Study …
As a Candian I live 15 minutes away and I've only been there twice. I go out of my way to avoid Brampton
As a Candian I live 15 minutes away and I've only been there twice. I go out of my way to avoid Brampton
Identity Attack0.035331827
Insult0.017420914
Profanity0.019007329
Threat0.008427517
Severe Toxicity0.0019168854
Low Tox 0.062236045 Constructive 0.61 Personal_Narrative
Dec 22, 2025 19 likes Inside Canada's Indian Metropolis (Brampton)
Canadians are way too polite.
Canadians are way too polite.
Identity Attack0.04667538
Insult0.021417208
Profanity0.015113175
Threat0.0065050707
Severe Toxicity0.0017547607
Low Tox 0.06065326 Moderate Con 0.345
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I love hearing from migrants who did it the right way and listening to them say there's a problem...should say a lot.
I love hearing from migrants who did it the right way and listening to them say there's a problem...should say a lot.
Identity Attack0.047706615
Insult0.015416925
Profanity0.015454767
Threat0.007365964
Severe Toxicity0.0019168854
Low Tox 0.059479803 Constructive 0.709
Sep 21, 2025 1 likes 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.