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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: "Beautiful, now is the time …" 13 comments
Went Canada first time. 1997.. beautiful thought if ever leave Australia it’s here. lol. Went back 2023.. what a shithole…. CANADA, Should just sell their ass to INDIA…😂
Went Canada first time. 1997.. beautiful thought if ever leave Australia it’s here. lol. Went back 2023.. what a shithole…. CANADA, Should just sell their ass to INDIA…😂
Identity Attack0.55044734
Insult0.6308392
Profanity0.67055607
Threat0.053330876
Severe Toxicity0.35368225
Toxic 0.7998551 Moderate Con 0.371 Identity Attack Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. …
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. I am an immigrant in 1991 at 6 months old, citizen since 1991. I care more about keeping Canadian culture then you pussy libs ever will. thanks for nothing. vote correctly next time....WESTERN CANADA INDEPENENCE WE DONT NEED YOU ONTARIO If anyone of you ever left this nation and travelled to somewhere that wasn't the west, you will understand the importance of keeping this nation how it was.
Identity Attack0.41975367
Insult0.7298119
Profanity0.48510036
Threat0.023544617
Severe Toxicity0.3536391
Toxic 0.76197964 Moderate Con 0.479 Insult
Sep 17, 2025 Why Canadians Are Turning Against …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is what our politicians and dumb liberal green-hugging lefties have imported into our once great country. The population of London is now less than 40% white, and reducing at an alarming rate. White flight is increasing fast. Outside of the cities is generally your beautiful, clean, safe and picturesque villages, towns and countryside - basically the real England/Britain, with the real people. Most cities are an absolute dump, increasingly being plagued by crime, and foreigners doing anything & everything other than working or contributing in any positive way. It's so sad. On current trends, by 2063, indigenous whites will be in the minority - 37 years time, and truth is it will lilely be quicker than that. Our only hope is Farage and Reform, but I suspect it's too late to stop the juggernaut.
Identity Attack0.45610145
Insult0.5393265
Profanity0.48510036
Threat0.026479885
Severe Toxicity0.16960317
Moderate 0.5566829 Constructive 0.686 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
It's ABOUT TIME someone starts talking about Indians invading and destroying beautiful places. I'm in the US, in a very affluent area of New Jersey, and we've had to move 3 times because Indians find …
It's ABOUT TIME someone starts talking about Indians invading and destroying beautiful places. I'm in the US, in a very affluent area of New Jersey, and we've had to move 3 times because Indians find the beautiful communities, overwhelm them - with too many people in one house, too many loud/unruly children, leaving piles of shoes on doorsteps, using beautiful yards and terraces as junk storage/laundry drying areas, making everything smell and look terrible because they have no class and their food smells permeate other people's homes as well at the outdoor air... They turn luxury developments into Indian slums and nobody's talking about it because they're afraid to sound racist. I have almost every race in my own family. So I KNOW I'm not racist. I just find it intolerable that there aren't more laws in place to protect lovely American communities from being overrun by non-assimilating Indians or any other immigrant population.
Identity Attack0.55044734
Insult0.4378843
Profanity0.19770569
Threat0.11616269
Severe Toxicity0.13599765
Moderate 0.47173777 Constructive 0.745 Identity Attack Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
All I have to say is that Ive only been to Canada once and it was on a trip to Niagra Falls. That being said, I was completely disgusted with how much garbage was all …
All I have to say is that Ive only been to Canada once and it was on a trip to Niagra Falls. That being said, I was completely disgusted with how much garbage was all over one of the most beautiful water falls Ive ever seen and the only people I actually saw throwing garbage on the ground while I was there were Indians. At least a dozen seperate times in the 3 days I was there, I saw only Indians throwing their trash on the ground. Im not sh1tting on Indian people because 99% of the ones Ive met in the US were way more polite and hard working than half the Americans Ive ever met, Im just pointing out my genuine observations🤷‍♂️
Identity Attack0.44690517
Insult0.36798462
Profanity0.4044591
Threat0.016638106
Severe Toxicity0.023552058
Moderate 0.4269174 Constructive 0.685 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these people that are not Canadian, not born here, migrated here, and are doing so many sickening illegal things to OUR PEOPLE. Kidnappings. Abductions. Stalking single women. Stealing. Squatting in homes and properties. All that with no consequences. Zero. None. And yet they receive all the jobs. All the income. All the amenities that natural born true Canadians should receive and very well deserve. I have never understood why these immigrants all of a sudden bombarded our small towns and cities like swarms of rodents or insects and expect to be welcomed with open arms. It seemed like it happened overnight! I remember seeing a few immigrants wearing their traditional towel wrap things on their heads in a mall one day and I was okay with it. Figured they were tourists or something and then BAM there are THOUSANDS of them moving in our towns and act like they own the place. Trying to intimidate US! In our OWN COUNTRY! It really angers me from within but at the same time I don’t want to come off as a racist or a hater or wtv. I’m not a racist by any means, but I am a very protective Canadian and I love my people and my country and I will help do whatever it takes to protect my country from immigrants and them thinking that they can push us around, intimidate us and try to act superior when they are the ones pretty much INVADING our beautiful, peaceful country. I am a PROUD CANADIAN SON. Pardon my long rant. Love, Peace and Unity 👊🏽 #nativecanadianpride
Identity Attack0.46028158
Insult0.38406035
Profanity0.07255927
Threat0.13262562
Severe Toxicity0.023411209
Moderate 0.41168427 Constructive 0.713 Fear_Threat
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Identity Attack0.43256098
Insult0.24928534
Profanity0.024609445
Threat0.036149003
Severe Toxicity0.015286255
Moderate 0.3625127 Constructive 0.594 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or racist but I’ve gone to India many times and there everyone is in Canada or something but when they get there they treat it like India, like if ur gonna go to a different country at least respect them . India is a beautiful country with good food it’s just that some (keyword some) people are disrespectful most Indians are like this because of stereotypes so they sometimes feel angry so then they try to get revenge. I’m not saying everyone is like this but I had to get it out because I’m starting to feel annoyed with Indians and other people, Indians also say that the uk stole from them so they are stealing back but that was only uk and only the government not the people. What u see on screens is not actually what India looks like on behalf of the Indian community I would like to say I’m sorry to everyone and every country we have taken over just know not everyone is like this only the Indians who have a ego and think they are better , sorry Canada, America, Australia and any other country
Identity Attack0.33352965
Insult0.17486192
Profanity0.12639372
Threat0.011741633
Severe Toxicity0.017029278
Low Tox 0.295883 Constructive 0.774 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats …
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats from the north (3) If immigrants didn't buy our inflated GTA houses from us then we might not have had the Golden Retirements (4) The Dutch in South Africa lost their colony because they didn't have adequate immigrants to help them hold the massive land they captured (5) When someone is uprooted and brought here, they work 150 % than the lazy locals to reestablish their lives this is a fact supported by various economic studies and this is what becomes the engine propelling the country's economic growth (6) When the Chinese came from Hong Kong the locals blamed the Chinese for everything. When the Italians out grew locals in Woodbridge the locals blamed them for everything and called them as Mafia . Now you guys are painting the same thing on to Brown People .This is hypocrisy and not a fact !!! ALL OF YOU ARE SETTLER DESENDANTS OR IMMIGRANTS IN CANADA UNLESS YOU ARE A NATIVE MIND THAT !!! and be grateful for this beautiful world and the life you have . Another fact is Second world war was won by English & Allies using massive African and Indian armies. So the freedom we enjoy today in Canada was helped by African and Indian soldiers as well !!! The English simply don't have the numbers win by themselves . BE GREATFUL AND LOVE THIS COUNTRY AND IT'S DIVERSITY PERIOD !!! BELOW IS A SAMPLE OF WHAT IMMIGRANTS ARE DOING TO HELP THE ANGLOSAXONS : Immigrant Oppenheimer - Enabled America win Second World War Immigrant Frank Stronach - Founded Magna Corp Immigrant Andrew Carnegie - Founded United Steel Immigrant Albert Einstein - Enabled America win Second World War Immigrant Shiva Ayyadurai- Invented Email Kevin O'Leary - Irish / Lebanese immigrant Elon Musk- South African immigrant AMERICA RUNS ON IMMIGRANT POWER !!! BE GREATFUL !!!
Identity Attack0.28034934
Insult0.1378885
Profanity0.10549548
Threat0.02682521
Severe Toxicity0.015350811
Low Tox 0.2855005 Constructive 0.716 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. Is taken their jobs and giving them to newcomers. I'm not against people coming over to our beautiful land and enjoying and contributing. Insane that? You've Come to us kindly respect us. Don't take Uber the way it is going right now. We are gonna be the minority and what's gonna happen 50 years down the road? Our great grandkids are gonna be going after the government. Looking for a handout because our government has given away all of our jobs. They've given away our security. I will our elderly need to work until almost the day they go in the ground, so many homeless families. Some of it. Is self situitional some of it? Is because, for a simple 3 bedroom. There's 2 grand add your hydro. Add, your heat. Winter is coming like one of the ladies in the video. Says I haven't had cable or satellite and probably 20 years. I make minimum wage working 40 hours a week. I have rent. I have a car payment. I have insurance and a warm more time. As she said, there's nothing left over. Where is our? Where is our Pat? On the back our gratitude, I am a people person. It doesn't matter color shape sighs. I love everybody as an individual but I like understanding when they're talking to me too. I don't know if this is gonna do any good. I really don't and I'm not trying to sound rude or racist cause. I am not it's just one lonely. Worker's outlook on the world and how Canada has become. Thank you to our government.
Identity Attack0.054763943
Insult0.13607834
Profanity0.058445938
Threat0.009126588
Severe Toxicity0.0062561035
Low Tox 0.22177623 Constructive 0.889
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Well done Quebec! Vive le Québec vital et libre. Our country has sold us out our political class has completely betrayed us. It's time to restore ourselves as masters of our own destiny in this …
Well done Quebec! Vive le Québec vital et libre. Our country has sold us out our political class has completely betrayed us. It's time to restore ourselves as masters of our own destiny in this beautiful land of ours. Je suis très hureux d'entendre ces actualites de ca. Bon travail mes amis! Amour de tes frères à l'Alberta! Laissons nous créer un avenir nous aurons fierté dans nos mêmes encores. Excuse mon français mauvais j'ai besoin plus pratiquer. Je suis si content. Vous m'avez donné espoirs pour l'avenir de nos pays! 😭😭🥰🥰
Identity Attack0.0073255757
Insult0.028502205
Profanity0.017777596
Threat0.007029374
Severe Toxicity0.0020313263
Low Tox 0.049336795 Constructive 0.712
Nov 24, 2025 Quebec Ends Economic Immigration Program …
India..., such a beautiful culture..., living in troubled times, is the lot of us all.
India..., such a beautiful culture..., living in troubled times, is the lot of us all.
Identity Attack0.020178653
Insult0.011996903
Profanity0.019485557
Threat0.009281937
Severe Toxicity0.0019264221
Low Tox 0.035691574 Constructive 0.519 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The weather is absolutely beautiful in Florida this time of year 😂 yall stay away.
The weather is absolutely beautiful in Florida this time of year 😂 yall stay away.
Identity Attack0.00029047832
Insult0.00037293034
Profanity0.000024919942
Threat0.00018923629
Severe Toxicity0.0000025929003
Low Tox 0.0016705681
Dec 10, 2025

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.