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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: "From Canada. This is the …" 6,088 comments · Page 121 of 244
Canada is a majority left LGBT Liberal country, not surprised.
Canada is a majority left LGBT Liberal country, not surprised.
Identity Attack0.2808415
Insult0.076502606
Profanity0.021535112
Threat0.006440342
Severe Toxicity0.0059127808
Low Tox 0.24603334 Low Con 0.264 Identity_Assertion
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm also Indian and I also live in Brampton, Ontario, CA and I can agree that the Canada's Indian Invasion is WILD. Also, a location you visited is called Trinity Common Mall and I visit …
I'm also Indian and I also live in Brampton, Ontario, CA and I can agree that the Canada's Indian Invasion is WILD. Also, a location you visited is called Trinity Common Mall and I visit there almost every week, it's right next to my house haha. I have also visited some of the locations you have visited in this video. Aside from that, this video was great in explaining the invasion and I'm glad you stepped up to inform the situation. Also, that's my brother sitting on the left by himself at 9:26
Identity Attack0.27778897
Insult0.0836065
Profanity0.07805514
Threat0.012026439
Severe Toxicity0.013672344
Low Tox 0.24603334 Constructive 0.872 Personal_Narrative
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
all turbans from India have work in Tim Horton, Walmart ...without papers; India are together with Putin's RuSSia; how many red communists are in Canada, how many are against Canadians?
all turbans from India have work in Tim Horton, Walmart ...without papers; India are together with Putin's RuSSia; how many red communists are in Canada, how many are against Canadians?
Identity Attack0.24970764
Insult0.09855611
Profanity0.01620627
Threat0.008181547
Severe Toxicity0.005645752
Low Tox 0.24603334 Low Con 0.297
Sep 28, 2025 1 likes IRCC Names India in Study …
I would've felt bad for Canadians as an Indian But i remembered what canadians themselves did to native population in canada Those who commited genocide shouldn't complaint about such cases
I would've felt bad for Canadians as an Indian But i remembered what canadians themselves did to native population in canada Those who commited genocide shouldn't complaint about such cases
Identity Attack0.28034934
Insult0.0623257
Profanity0.017162729
Threat0.027515862
Severe Toxicity0.0075149536
Low Tox 0.24603334 Constructive 0.573
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Next do Surrey BC with the Indian immigration and then Richmond with the Chinese immigration. Canada has entire ethic enclaves cities. They have been gentrified by foreigners.
Next do Surrey BC with the Indian immigration and then Richmond with the Chinese immigration. Canada has entire ethic enclaves cities. They have been gentrified by foreigners.
Identity Attack0.2795294
Insult0.0813853
Profanity0.016752819
Threat0.0070552654
Severe Toxicity0.005607605
Low Tox 0.24603334 Moderate Con 0.418 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
GET! THEM! OUT!!! Almost 33% of canadas population isn’t even Canadian.
GET! THEM! OUT!!! Almost 33% of canadas population isn’t even Canadian.
Identity Attack0.17226285
Insult0.0806213
Profanity0.02344803
Threat0.023199292
Severe Toxicity0.007820129
Low Tox 0.24603334 Low Con 0.182 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Too little too late, Canada looks like a Third World Country already
Too little too late, Canada looks like a Third World Country already
Identity Attack0.23542951
Insult0.10440776
Profanity0.01893901
Threat0.0074954215
Severe Toxicity0.006980896
Low Tox 0.24603334 Low Con 0.117
Jan 16, 2026 2.9 million Canadian temporary visas …
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 …
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 Canada sure has changed
Identity Attack0.13805299
Insult0.07270074
Profanity0.017914234
Threat0.13815513
Severe Toxicity0.0090408325
Low Tox 0.24603334 Moderate Con 0.458 Unverified_Claim
Feb 12, 2026 Inside Canada's Indian Invasion...
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most …
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most were not war areas refugees (Yes I know there are other types of refugees). I only encountered few refugees from war areas. ONLY 1 person from Iraq, about 2 families were from Afghanistan, 1 couple from Pakistan(I doubt they were real refugees they spoke fluent English, maybe political refugee), and a most from African countries. Its too far for real refugees to get here. Its Easier for them to go to other countries nearby or Europe. MOST SEEM TO BE ECONOMIC REFUGEES. Most were coming from Africa. Some are coming from Latin America, which shouldn't be happening. Once they showed up at our doorstep and we processed them into the system, they were immediately in the same class as a Canadian resident homeless person if they were making a refugee claim. We get money to house and feed them (from the government), and they are given a stipend for basics from the government processed through the Social Assistance/ Welfare system (they get less than a resident/citizen I think.). They then have to get their case processed by the refugee board, and most seem to get in. I've only heard of few getting sent back. One person I know at our facility, was given a subsided social housing apartment after a year in our facility. So they went straight from a shelter to a government/city owned subsidized apartment. (Didn't seem like it was a issue for the housing worker...they didn't report it (if they were not the ones that helped the person to get it), they were white, the housed person was Latin. This refugee claimant, and then month or two new Canadian resident person was given an apartment in a prime area of the city, instead of the 1000's of Canadians, those who came before them, and born Canadian citizens on an extremely long waiting list. How this was allowed to happen I don't know. The person was probably sucking on someone's straw. I'm just trying to think the barriers these people have to go through to get a job here. We are far removed from the time of the 80's and 90's., and housing and jobs are so hard to get. Lol the "Canadian government asks them to repay the traveling cost to Canada if they are sent back"....I wonder how much the government recoups?.....more like 0 probably. What a bunch of crap. How do you demand someone to repay their flight cost when they get back to their country?
Identity Attack0.2783691
Insult0.09124154
Profanity0.027137227
Threat0.0089712385
Severe Toxicity0.007858276
Low Tox 0.24603334 Constructive 0.81
May 24, 2018 9 likes How much do refugees and …
This is not Canada and these people will never be Canadians
This is not Canada and these people will never be Canadians
Identity Attack0.25309357
Insult0.06477321
Profanity0.022013342
Threat0.009903334
Severe Toxicity0.0066375732
Low Tox 0.24603334 Low Con 0.222
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
just replace Canada with india
just replace Canada with india
Identity Attack0.2808415
Insult0.06826523
Profanity0.020442016
Threat0.009955117
Severe Toxicity0.009384155
Low Tox 0.24603334 Low Con 0.235 Identity_Assertion
Jan 20, 2026 Why Canada’s immigration system has …
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my …
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my grandfather came home with shrapnel in his leg. His suffered all of this to give us our freedoms and a safe place to live. One of my uncles would never speak his language - Italian in front of anyone that didn’t understand it. I asked him why not? His answer was simple “its’s a rude!” Such eloquence from broken English. I am sick of not being allowed to stand up for my way of life, my culture and belief system without being accused of stamping on somebody else’s! I am Catholic I pray at home or at church in my car out on a walk! Nobody is subjected to it or restricted by it religion is a deeply personal thing we have churches and religious places of gathering that are everywhere that have been permitted when other countries would absolutely not allow such freedoms but it still is not enough and we are wrong for being upset by their intolerance and rudeness. I am disabled - if I was not married I would be living on the street. Students immigrants are given better housing and more money to survive on than me - who was a part of this workforce and a taxpayer from the age of 12 I have had some sort of job until I was injured at work. We aren’t racist we are fed up, abandoned and disgusted with out social safety net being handed out to others who do nothing but complain that it’s not enough! I just want to be able to survive in my home country - the country I have paid taxes into all my life. Is there another country in the world that puts itself and its people last as Canada does??? I really want to know. Where could I move and be treated as a Canadian immigrant is treated here???
Identity Attack0.17847598
Insult0.14150882
Profanity0.11663672
Threat0.03718498
Severe Toxicity0.01302678
Low Tox 0.24603334 Constructive 0.81 Identity_Assertion
Aug 28, 2025 7 likes Why Canadians Are Turning Against …
PERFECT GO OUT OF CANADA ...THE LATINOS INDUS PAQUISTAN ..... THE LATINOS EVERY TIME SAY ES BETTER MY LAND WHAT CANADA ...GET OUT FROM CANADA ....
PERFECT GO OUT OF CANADA ...THE LATINOS INDUS PAQUISTAN ..... THE LATINOS EVERY TIME SAY ES BETTER MY LAND WHAT CANADA ...GET OUT FROM CANADA ....
Identity Attack0.29420343
Insult0.023308022
Profanity0.0004391644
Threat0.0027079605
Severe Toxicity0.000019551711
Low Tox 0.24547008 Identity_Assertion
Apr 16, 2025
😂 I love how these people accuse European settlers for killing the natives and conquering the land without even realising that without them Canada wouldn't even exist. Do you really think those Native tribes have …
😂 I love how these people accuse European settlers for killing the natives and conquering the land without even realising that without them Canada wouldn't even exist. Do you really think those Native tribes have the capability to create the advance infrastructure that we see today in Canada?? These people also complain about the wrong doings of the Europeans but have no shame in taking benefits this country provides which is not available in their native countries.
Identity Attack0.18391247
Insult0.076502606
Profanity0.023311393
Threat0.09776353
Severe Toxicity0.008468628
Low Tox 0.24442963 Moderate Con 0.496 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
canada with indians is turning into sweden with middle easterns. they dont belong here in any of the 2 countries, its not racist its just facts
canada with indians is turning into sweden with middle easterns. they dont belong here in any of the 2 countries, its not racist its just facts
Identity Attack0.28034934
Insult0.071433455
Profanity0.020442016
Threat0.007145886
Severe Toxicity0.0065612793
Low Tox 0.24442963 Low Con 0.278 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm not a fan of Indians but let's be real Canada is cold and empty and it needs people😅
I'm not a fan of Indians but let's be real Canada is cold and empty and it needs people😅
Identity Attack0.28034934
Insult0.06984934
Profanity0.03189224
Threat0.007624879
Severe Toxicity0.008392334
Low Tox 0.24442963 Moderate Con 0.449 Identity_Assertion
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
SEND THEM HOME NOW!!!! CANADA FOR CANADIANS 🇨🇦 🇬🇧 🇫🇷 🇮🇪
SEND THEM HOME NOW!!!! CANADA FOR CANADIANS 🇨🇦 🇬🇧 🇫🇷 🇮🇪
Identity Attack0.22783615
Insult0.06459839
Profanity0.019348921
Threat0.02924249
Severe Toxicity0.009841919
Low Tox 0.24442963 Low Con 0.244
Nov 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m from Canada there are a lot a Indians but it’s not too bad
I’m from Canada there are a lot a Indians but it’s not too bad
Identity Attack0.28622448
Insult0.0806213
Profanity0.06946823
Threat0.009955117
Severe Toxicity0.00919342
Low Tox 0.24442963 Moderate Con 0.475 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If you want a visit visa for US you are interviewed by an immigration official and these criminals would be rightly refused. Younwant to visit Canada just buy a ticket and you're in, no questions …
If you want a visit visa for US you are interviewed by an immigration official and these criminals would be rightly refused. Younwant to visit Canada just buy a ticket and you're in, no questions asked and claim refugee upon landing and get showered with free cash and benefits and way better health care than us plebs. Trump is right about Canada.
Identity Attack0.11396073
Insult0.16846494
Profanity0.031140719
Threat0.008129764
Severe Toxicity0.005493164
Low Tox 0.24442963 Moderate Con 0.464 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
call it what it is: FORCED MASS ILLEGAL ECONOMIC MIGRANTS... Canada is fast becoming a third world country with all the problems of a third world country.. DIVERSITY IS CERTAINLY NOT OUR STRENGTH.
call it what it is: FORCED MASS ILLEGAL ECONOMIC MIGRANTS... Canada is fast becoming a third world country with all the problems of a third world country.. DIVERSITY IS CERTAINLY NOT OUR STRENGTH.
Identity Attack0.19890837
Insult0.089778624
Profanity0.014293353
Threat0.0076119336
Severe Toxicity0.0064849854
Low Tox 0.24442963 Moderate Con 0.315 Fear_Threat
Jun 16, 2025 1 likes How Canada broke its immigration …
The thefts are tourists more than immigrants. Crime tourism is a thing and Canada is a hot spot because the police do nothing.
The thefts are tourists more than immigrants. Crime tourism is a thing and Canada is a hot spot because the police do nothing.
Identity Attack0.23694818
Insult0.08533409
Profanity0.015557245
Threat0.007598988
Severe Toxicity0.0049209595
Low Tox 0.24442963 Moderate Con 0.405 Unverified_Claim
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
You can thank Trudeau for this happening in Canada. They all need to be arrested prosecuted and deported when released from prison.
You can thank Trudeau for this happening in Canada. They all need to be arrested prosecuted and deported when released from prison.
Identity Attack0.050671257
Insult0.06953252
Profanity0.013985921
Threat0.13815513
Severe Toxicity0.008277893
Low Tox 0.24442963 Low Con 0.291 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
With 10 plus years of the Federal Liberals incompetence governing Canada none of this surprises me!!! We may not want to admit it but we may need to start using Mr. Trump's play book on …
With 10 plus years of the Federal Liberals incompetence governing Canada none of this surprises me!!! We may not want to admit it but we may need to start using Mr. Trump's play book on how to handle illegal immigration in this country!!!
Identity Attack0.07094744
Insult0.1798321
Profanity0.013507691
Threat0.0069646453
Severe Toxicity0.0038719177
Low Tox 0.24442963 Moderate Con 0.45 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Canada ❌ Canindian ✅
Canada ❌ Canindian ✅
Identity Attack0.28034934
Insult0.083359696
Profanity0.059948977
Threat0.010421164
Severe Toxicity0.016383713
Low Tox 0.24442963 Moderate Con 0.304 Humor_Satire
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
Any of these folks break the law, send them back. Criminals are not what Canada needs at this time. 🇨🇦
Any of these folks break the law, send them back. Criminals are not what Canada needs at this time. 🇨🇦
Identity Attack0.055673428
Insult0.16795322
Profanity0.014669105
Threat0.031314444
Severe Toxicity0.0050735474
Low Tox 0.24442963 Low Con 0.291
Dec 24, 2025 Deportations From Canada at Their …

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.