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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: "The Immigrants are why the …" 3,653 comments · Page 77 of 147
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why …
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why is she here?". I asked if he had a problem with me and he looked at the class to tell me not to speak to him. No one said a word but looked between us in silence. I asked him again, "do you have an issue with me being here?". Again he told the rest of the Caucasian men to tell me to stop speaking to him. I said if you have a problem with me, let's step outside and one of us will walk back in. You can't accept that a Native female is in this class, pack your family up and go home. Don't think of the state's because that's mine too. The teacher walked in and he could see and sense the tension in the room. He removed the immigrant and they went out of the room. A few minutes later the instructor came in and looked at me and said he'll be taking a class with no females. His country doesn't allow females an education yet alone a trade. You're welcome to stay. I have no intention to leave, was my comment back. I'm here to learn. Decades later, I'm driving home from northeastern Quebec and on the 401 is a gas/food stop. My child and I were passed by 4 luxury sports cars. They pulled into this stop and parked across all the handicapped parking spots. Bumper to bumper across the spots. We went in and met them as we came out and met a truck driver of the same nationality. He asked "how is Canada treating you?". They smiled and said "look", motioning to their silk suits. Another pointed to their cars. And another said "they treat us like kings'!". The fourth said "Canadians are easy to play! Cowards!!" A few days later, I'm at Walmart and present my tax exempt (we pay 5% tax) but the cashier looks at it and states "you all think your so special!!" Your paying the tax like everyone else! A customer behind me yelled for management loudly. When management showed, I didn't say a word because it was the customers behind and on the side of me with complaints of the rudeness of the cashier. She was removed and manager took over transactions. Not just mine but those after me. There was another incident with my child. An immigrant (can tell by the long tunic) was trying to lure my daughter away from me. I put her in a cart and requested help from a young employee who wanted me to write a book before calling security. Another employee came over and called security immediately. By the time they found the man, he had exited the store and got into a taxi. A few weeks later at an arena where youth hockey practice was taking place, the same scenario was happening. A man in a tunic was trying to lure children away and when caught, jumped into a taxi and left the scene. To attack an adult who can defend themselves is one thing but to go after children is another. I say stricter policy on crimes are needed.
Identity Attack0.27171627
Insult0.086852804
Profanity0.17148167
Threat0.025443908
Severe Toxicity0.012283325
Low Tox 0.24763705 Constructive 0.814 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
Easy solution! Stop all immigration period!
Easy solution! Stop all immigration period!
Identity Attack0.2781757
Insult0.039737478
Profanity0.015659723
Threat0.012906751
Severe Toxicity0.008049011
Low Tox 0.24763705 Low Con 0.204 Call_To_Action
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
As a UK based family doctor looking to move to Canada, will I be subject to anti-immigrant hatred?
As a UK based family doctor looking to move to Canada, will I be subject to anti-immigrant hatred?
Identity Attack0.28034934
Insult0.06617179
Profanity0.018802373
Threat0.011094344
Severe Toxicity0.005645752
Low Tox 0.24763705 Moderate Con 0.429
Jan 18, 2026 2.9 million Canadian temporary visas …
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness …
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness is... Their numbers are unrivalled & you can blame the bilateral agreement involved... Look at all the Singh Hortons with these timigrants 😂... & Then they just hire each other and speak their language on the job constantly & close you out, while you have to repeat your order 5 times for them to understand... Canada, you did this!!... & Now all the chickens are coming home to roost!!
Identity Attack0.1769227
Insult0.15840563
Profanity0.038154904
Threat0.00899713
Severe Toxicity0.007209778
Low Tox 0.24763705 Constructive 0.636 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
Good! Let the undocumented immigrants go back home!
Good! Let the undocumented immigrants go back home!
Identity Attack0.19451685
Insult0.02926183
Profanity0.00011229662
Threat0.0023217052
Severe Toxicity0.0000142270155
Low Tox 0.24676912 Call_To_Action
Apr 15, 2025
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 …
Enough with immigration, too much
Enough with immigration, too much
Identity Attack0.23922618
Insult0.053791173
Profanity0.022559889
Threat0.007819066
Severe Toxicity0.006980896
Low Tox 0.24603334 Low Con 0.278
Nov 21, 2025 Quebec Ends Economic Immigration Program …
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 …
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...
That number is not nearly enough! All immigration into this country should be put on hold. And all those who are hostile to the Canadian way of life must leave as well. They have no …
That number is not nearly enough! All immigration into this country should be put on hold. And all those who are hostile to the Canadian way of life must leave as well. They have no business fleecing the Canadian taxpayers. And let's not forget those who started this whole scam in the first place.....
Identity Attack0.14019285
Insult0.1505596
Profanity0.017572641
Threat0.012751401
Severe Toxicity0.005455017
Low Tox 0.24603334 Moderate Con 0.325
Dec 30, 2025 Deportations From Canada at Their …
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...
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from …
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from everywhere who get free houses and live on welfare and even they get free dental.They are living on Canadian tax payer money. Immigrants don’t get any government help plus visa and other requirements are still there Internet is just home of negativity and full of misinformation.
Identity Attack0.2783691
Insult0.08508729
Profanity0.01309778
Threat0.006550381
Severe Toxicity0.004501343
Low Tox 0.24603334 Constructive 0.634
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration is a thing, and we’re soft on it. Some have disabled family members and that’s why they come here. Ok. But there has to be balance. Not a burden on my kids backs, like …
Immigration is a thing, and we’re soft on it. Some have disabled family members and that’s why they come here. Ok. But there has to be balance. Not a burden on my kids backs, like economic slaves.
Identity Attack0.17847598
Insult0.09416737
Profanity0.031140719
Threat0.008323951
Severe Toxicity0.0064086914
Low Tox 0.24603334 Constructive 0.571 Economic_Argument
Feb 27, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …
Heaven has a wall, a gate and a strict immigration policy. Hell has open borders.
Heaven has a wall, a gate and a strict immigration policy. Hell has open borders.
Identity Attack0.07673789
Insult0.05144889
Profanity0.14313951
Threat0.012751401
Severe Toxicity0.009498596
Low Tox 0.24442963 Low Con 0.109 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Pay no taxes!I do not think that applies to all immigrants.
Pay no taxes!I do not think that applies to all immigrants.
Identity Attack0.28034934
Insult0.0638991
Profanity0.019143965
Threat0.0074824756
Severe Toxicity0.0059127808
Low Tox 0.24442963 Moderate Con 0.435
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
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 …
All immigration should be stopped
All immigration should be stopped
Identity Attack0.26663736
Insult0.0279513
Profanity0.038906425
Threat0.018019408
Severe Toxicity0.008888245
Low Tox 0.24442963 Low Con 0.202 Policy_Critique
Nov 24, 2025 49 likes Quebec Ends Economic Immigration Program …
1. So bad evil immigration law.
1. So bad evil immigration law.
Identity Attack0.10221587
Insult0.07935401
Profanity0.02795705
Threat0.0074824756
Severe Toxicity0.004386902
Low Tox 0.24442963 Low Con 0.173 Moral_Argument
Jan 6, 2026 10 likes Canada’s new rules in 2026
I am shocked to hear this from a CBC reporter saying IMMIGRANTS get money from the government!! Where on earth did you get this ,outrageous information!! People who apply to come to Canada as legal …
I am shocked to hear this from a CBC reporter saying IMMIGRANTS get money from the government!! Where on earth did you get this ,outrageous information!! People who apply to come to Canada as legal immigrants , have to go through a strict points system.that can take years . Plus medical and security checks. They have to speak English or French , be educated and most of all have a skill ,trade or profession that Canada needs!as Canada does not have enough highly skilled workers. Like IT professionals, doctors ,engineers, nurses etc. They have to have a job offer .etc etc .They have to have the means to support themselves and their family . It is appalling to hear this nonsense and misinformation. Secondly when talking about refugees the ones who come across the border with no documentation, come on their own and do not fall in the 3 categories you mention? How outrageous are you to say the ones coming in illegally across the border are 1 privately sponsored, 2 government sponsored 3 or mix of both! This sort of wrong , I’ll informed information from CBC Reporter like you that causes racism, you should be ashamed-of yourself to do this outrageous, misleading and wrong information.CBC should apologize and remove this misinformation.
Identity Attack0.11047905
Insult0.09855611
Profanity0.13432594
Threat0.0074048014
Severe Toxicity0.008087158
Low Tox 0.24282593 Constructive 0.636
Jun 14, 2024 How much do refugees and …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. etc. they wanna have this whole destabilization of the voting blocks so that the government can literally run wild do whatever they want. It’s funny how the “great replacement“ is said to be “deboned“ online yeah it’s literally happening right in front of our faces and our government leaders across the world are just openly saying it even in America. It’s either massive legal immigration from the left or massive H1B visa immigration from the right they literally tell you right to your face that you are either “too lazy“ or “too stupid“ to do some of these jobs meanwhile, there are millions of smart citizens who are not only ready to work, but can do the jobs that the H1B visa people and the illegal immigrants do way better especially because most of the H1B jobs are literally working at a fucking gas station and anything the illegal immigrants are doing especially jobs in construction and labor. American citizens and Canadian citizens do a way better quality job. Never believe the PSYOP of immigrants being “way better workers“ that’s literally just just a flyable objectively untrue. A wise man once said if someone is willing to cheap out on labor, then they are willing to cheap out on the job.
Identity Attack0.21075934
Insult0.08484049
Profanity0.07611542
Threat0.012492486
Severe Toxicity0.008735657
Low Tox 0.24282593 Constructive 0.644 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Identity Attack0.2463217
Insult0.06774519
Profanity0.021876704
Threat0.009023022
Severe Toxicity0.0050354004
Low Tox 0.2412222 Low Con 0.282 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
LOL, they barely cut anything in immigration except students. What an absolute mess the Liberals have created.
LOL, they barely cut anything in immigration except students. What an absolute mess the Liberals have created.
Identity Attack0.10221587
Insult0.15343215
Profanity0.030890211
Threat0.008077981
Severe Toxicity0.0043296814
Low Tox 0.2412222 Low Con 0.173 Policy_Critique
Jan 3, 2026 1 likes New rules, regulations take effect …
Well, after World War II, nobody really wants to fight each other by using nukes and stuff so we had Covid now we have mass immigrants. How do you attack a country without sending any …
Well, after World War II, nobody really wants to fight each other by using nukes and stuff so we had Covid now we have mass immigrants. How do you attack a country without sending any bombs off you flood them
Identity Attack0.116281845
Insult0.04852104
Profanity0.040910475
Threat0.13815513
Severe Toxicity0.010070801
Low Tox 0.2412222 Low Con 0.227 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …

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.