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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: "how did you get a …" 2,660 comments · Page 75 of 107
Kids go to school and get a trade
Kids go to school and get a trade
Identity Attack0.020681098
Insult0.039737478
Profanity0.028230323
Threat0.008362788
Severe Toxicity0.003604889
Low Tox 0.14256015 Low Con 0.296 Question
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
My brother married a philapin and she was here 3 months at my house then left him to live on her own because he didn’t have money so people like that need to be shipped …
My brother married a philapin and she was here 3 months at my house then left him to live on her own because he didn’t have money so people like that need to be shipped bad because they use people just to get here
Identity Attack0.039456755
Insult0.05144889
Profanity0.028230323
Threat0.008867673
Severe Toxicity0.0032615662
Low Tox 0.14082454 Moderate Con 0.494
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Not even close enough......still another 2oo,ooo to get out of here..😊❤🇨🇦🇨🇦🇨🇦🇨🇦
Not even close enough......still another 2oo,ooo to get out of here..😊❤🇨🇦🇨🇦🇨🇦🇨🇦
Identity Attack0.017465452
Insult0.03599453
Profanity0.02071529
Threat0.011275585
Severe Toxicity0.0041389465
Low Tox 0.14082454 Moderate Con 0.437
Dec 28, 2025 Deportations From Canada at Their …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and respect the value and life of those original natives who were the very first pioneers of Canada? Did they adopt their ways language and culture at least to a certain extent? Leave alone adopting or understanding. They took over the entire country and it's peoples through a brutal form of genocide and erasure of their beautiful natural way of life. Thekr lands were stolen, their languages extinguished, their culture spurned and erased.. These immigrants from Europe believed in their fanatical missionary zeal that they were saving the souls of tjese natives by forcing Christianity down their throats proudly announcing that they were on a civilising mission. Babies were stolen from their mothers and brought up as Christians. Families were separated leaving mothers in anguish never to see their children again. Slaughter of those who resisted became an accepted norm until the original native of Canada became a disappearing entity and those who survived are till today just surviving. It is to these people that Canada belongs and not to the invading anglo saxon proyestants and Christian evangelists or the mogrants from across the world. If anyone has a right to protest and femand their land back ots the native Canadians. It should be their government not of those who took over. So get a lottlr acquainted with true history and look at things with am intelligent honest perspective.. .
Identity Attack0.053854458
Insult0.06582214
Profanity0.025634222
Threat0.008311004
Severe Toxicity0.0037002563
Low Tox 0.13908891 Constructive 0.609
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
Identity Attack0.031722516
Insult0.0638991
Profanity0.014088398
Threat0.00866054
Severe Toxicity0.002336502
Low Tox 0.13908891 Moderate Con 0.487 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada's immigration is out of control to the point.Wi-Fi.Canada is gonna be lost if we don't get a grip on this
Canada's immigration is out of control to the point.Wi-Fi.Canada is gonna be lost if we don't get a grip on this
Identity Attack0.07921951
Insult0.031697463
Profanity0.0127903465
Threat0.014393489
Severe Toxicity0.0032424927
Low Tox 0.1373533 Moderate Con 0.323
Oct 12, 2025 IRCC Names India in Study …
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...
Bahahah I went to Biztech collage and it was insane… fast track program … I was treated like the minority! 🤦🏼‍♀️🤦🏼‍♀️🤦🏼‍♀️ it was like stepping in and out of 2 worlds …. Literal worlds apart …
Bahahah I went to Biztech collage and it was insane… fast track program … I was treated like the minority! 🤦🏼‍♀️🤦🏼‍♀️🤦🏼‍♀️ it was like stepping in and out of 2 worlds …. Literal worlds apart when we walked into class then to my car in missasauga… not until I got off that 407 was it normal again 😂 🤷🏼‍♀️ made as many friends as possible but like you gotta get past Vaughan / North on that side before it’s normal again
Identity Attack0.009027477
Insult0.06302499
Profanity0.04892669
Threat0.0071199946
Severe Toxicity0.0037193298
Low Tox 0.13561769 Constructive 0.64 Personal_Narrative
Feb 5, 2026 Inside Canada's Indian Invasion...
im so glad our government is ontop of this, so glad that no ones getting hurt for years and years, good job Canada. Very good Very for the citizens, lmao what a joke
im so glad our government is ontop of this, so glad that no ones getting hurt for years and years, good job Canada. Very good Very for the citizens, lmao what a joke
Identity Attack0.00932346
Insult0.061976057
Profanity0.044417568
Threat0.00933372
Severe Toxicity0.003604889
Low Tox 0.13561769 Moderate Con 0.443 Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening …
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening over here. We have suburbs in our eastern side which have turned into pockets of Punjab and Haryana. We have been in the restaurant industry for 30 years now, these students are taking our cash in what is a ‘cashless economy’. We’ve had one particular instance where a former employee faked her marriage certificates in order to get her permanent residency, now she’s in trouble with the authorities and may face some years in jail. The problem is they like taking ‘shortcuts’ and then they get stuck and expect us as employers to save them. The systems put into place have been exhausted to the point where is it useless.
Identity Attack0.083355546
Insult0.06023245
Profanity0.04867618
Threat0.009825659
Severe Toxicity0.0048065186
Low Tox 0.13388206 Constructive 0.795 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I swear this dude gets video ideas from browsing /pol/
I swear this dude gets video ideas from browsing /pol/
Identity Attack0.01766643
Insult0.033680726
Profanity0.0816113
Threat0.01101667
Severe Toxicity0.0060653687
Low Tox 0.13388206 Low Con 0.243
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Can we get a puffier jacket for Tyler?
Can we get a puffier jacket for Tyler?
Identity Attack0.0066596144
Insult0.04910661
Profanity0.045419596
Threat0.011715741
Severe Toxicity0.0037765503
Low Tox 0.13388206 Low Con 0.29
Jan 27, 2026 Inside Canada's Indian Invasion...
A country of over a billion people not that hard to think that there are limited work opportunity in India thats why they move, same as any other poor and overly populated country, it just …
A country of over a billion people not that hard to think that there are limited work opportunity in India thats why they move, same as any other poor and overly populated country, it just so happen that india has the most people also its very hard to hammer their culture out of them "Indian civilization" is one of the world's oldest, with roots extending back over 8,000–9,000 years. can't get rid of them because they have been tested by time
Identity Attack0.10815793
Insult0.03522326
Profanity0.028503597
Threat0.014393489
Severe Toxicity0.00541687
Low Tox 0.13388206 Constructive 0.529 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The immigration and HR Lawyers are the main people who fight for wrong people to be in the country. They dont get paid if the illegal aliens are removed when their application is found inadmissible
The immigration and HR Lawyers are the main people who fight for wrong people to be in the country. They dont get paid if the illegal aliens are removed when their application is found inadmissible
Identity Attack0.10221587
Insult0.034451995
Profanity0.01309778
Threat0.009230154
Severe Toxicity0.0030899048
Low Tox 0.13214645 Low Con 0.263
Dec 29, 2025 Deportations From Canada at Their …
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 …
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of …
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of the person who just arrived and feel how much they are suffering to start a new life, find a new place, find furniture, change career and look for a new job, get the cultural shock and cold weather shock and learn how to survive the cold winter and learn a new language, and make new contacts, new friends and new families maybe… too much to handle while you are not giving a fuck about all his struggles but pushing him to change his culture automatically like if it’s magic and at the same time he is not aware why on earth is everyone against his religion or accent or way of thinking and your rejections towards them by showing clearly your attack towards them here online without shame! Those people who are escaping from wars or genocides or poverty to find a better opportunity to be able to feed their families abroad, you have no consideration for what brought them here or what they had endured and you want to let them endure more above their struggle to survive all the inconvenience in a capitalist frozen country! Please try to be nice to each other and teach one another how to live respecting one another boundaries and culture! a country with many nationalities is multicultural and multiculturalisme can’t exist with racism and discrimination. Keep the multiculturalism with the nice picture it holds which keep the country warm and colourful. Live in peace and love❤
Identity Attack0.09410924
Insult0.06285016
Profanity0.017845914
Threat0.007417747
Severe Toxicity0.0037002563
Low Tox 0.13214645 Constructive 0.735
Sep 17, 2025 1 likes Why Canadians Are Turning Against …
how much does the cbc get for lieing to the public last count justin gave 600 million to the media that supports him
how much does the cbc get for lieing to the public last count justin gave 600 million to the media that supports him
Identity Attack0.0055866763
Insult0.07238392
Profanity0.014498309
Threat0.007365964
Severe Toxicity0.0018882751
Low Tox 0.13214645 Low Con 0.226
May 30, 2020 How much do refugees and …
Interesting how this video was meant to convince is that it beneficial to take refugees but after seeing “all of what they get” as opposed to “all of what we dont get” .. i kind …
Interesting how this video was meant to convince is that it beneficial to take refugees but after seeing “all of what they get” as opposed to “all of what we dont get” .. i kind of feel dooped
Identity Attack0.04203484
Insult0.032028005
Profanity0.03765389
Threat0.009023022
Severe Toxicity0.0031089783
Low Tox 0.13041082 Low Con 0.269
Oct 7, 2019 1 likes How much do refugees and …
It's getting clear now how much you young people gave up for foreign so called student's ???
It's getting clear now how much you young people gave up for foreign so called student's ???
Identity Attack0.072601855
Insult0.04442204
Profanity0.015591404
Threat0.00666042
Severe Toxicity0.002708435
Low Tox 0.13041082 Low Con 0.294
Oct 6, 2025 IRCC Names India in Study …
I get what Tyler’s trying to say or do which is to inform; but this type of content only further divides an already fragmented world. Could lead to race wars making people believe there race …
I get what Tyler’s trying to say or do which is to inform; but this type of content only further divides an already fragmented world. Could lead to race wars making people believe there race is superior than others. There are good and bad people in every race
Identity Attack0.10221587
Insult0.026960457
Profanity0.025087673
Threat0.010835429
Severe Toxicity0.0038719177
Low Tox 0.13041082 Constructive 0.692 Moral_Argument
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
I live in the area, and its become unrecognizable, I could have never predicted this invasion.. I want to get out as soon as possible.
I live in the area, and its become unrecognizable, I could have never predicted this invasion.. I want to get out as soon as possible.
Identity Attack0.06522302
Insult0.028281843
Profanity0.021535112
Threat0.013631714
Severe Toxicity0.0045204163
Low Tox 0.13041082 Constructive 0.513 Fear_Threat
Jan 27, 2026 15 likes Inside Canada's Indian Invasion...
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live …
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live in India and have no plans on migrating anywhere. It ain't great here but if we all keep leaving for greener pastures, it won't ever get better. We literally have a Visa temple in South India where people go to pray for their Visas to get approved. It's extremely sad honestly.
Identity Attack0.10221587
Insult0.04090862
Profanity0.015420608
Threat0.006861079
Severe Toxicity0.002937317
Low Tox 0.12867521 Constructive 0.673 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — …
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — and for what? To watch elected officials sit in Parliament and turn Canadian issues into a circus. It feels like half the time they’re more interested in scoring cheap political points than actually solving anything. The constant bickering, yelling, and rehearsed “outrage” looks less like leadership and more like a never‑ending performance meant to distract us from how little actually gets done. How much do you think each of them makes just sitting there doing nothing all day, and calling it a job. THE REAL CROOKS OF CANADA Politicians. Blame the Indians who come to work in Canada when send billions to Ukraine. WAKE UP CANADA TO REAL PROBLEM
Identity Attack0.026609946
Insult0.07016616
Profanity0.020168742
Threat0.008077981
Severe Toxicity0.0027656555
Low Tox 0.12867521 Moderate Con 0.49 Policy_Critique
Feb 5, 2026 Inside Canada's Indian Invasion...
The most dangerous part is that many of them are working as nurses now. I am a nurse and have been training these people from India. To be honest, it is very a hard and …
The most dangerous part is that many of them are working as nurses now. I am a nurse and have been training these people from India. To be honest, it is very a hard and frustrating process cos I have to teach them even the most basic skills like taking a blood pressure or covid swab cos they know nothing. Hospitals are hiring them because they believe their “ lmany” years of nursing experience in India. Then I found out that in their country, nursing is only 3 years compared to 4 years in Canada and they do not require a nursing license to work as nurses in India. They come here, go to review centres to pass the licensure exam. And the College of nurses of Ontario allow this! Nursing is stressful enough and we do not have time to teach English and basis nursing. There are still many Canadian nurses I know looking for a job but they don’t even get an invite for an interview because even the HR department are Indians. Seriously, these people need to get investigated.
Identity Attack0.08749158
Insult0.059061307
Profanity0.035900343
Threat0.008712323
Severe Toxicity0.004119873
Low Tox 0.1269396 Constructive 0.802
Sep 30, 2025 109 likes IRCC Names India in Study …

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.