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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: "As a Canadian, Canada is …" 1,239 comments · Page 27 of 50
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 …
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...
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'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 …
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 …
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)
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)
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)
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the …
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the numbers, we can suppress them once again, they've been cruel to canadian borns, it doesn't matter if you're canadian born to be honest since they're only interested in euros
Identity Attack0.27662867
Insult0.07333439
Profanity0.042413518
Threat0.011508608
Severe Toxicity0.0073242188
Low Tox 0.24442963 Constructive 0.622 Identity_Assertion
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
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...
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know that's a lie. So many don't want to learn english, assimilate to Canadian cultures and their entitlement is next level. They think they are above the law. If they love their culture so much and don't want to change...don't come to a better country like Canada just to make our country shit. The first guy speaking truth, even knows it's too much and out of control. And I can assure you all these so called doctors and engineers and so forth aren't the majority of immigrants coming in - being an amazon driver, working at Tim's or a gas station isn't a special skill set. And the smuggler guy - yeah those are exactly the type of people we want in our countries...they are shady, dangerous and break law as like it's a proper day job.
Identity Attack0.1808059
Insult0.1469393
Profanity0.02030538
Threat0.008013252
Severe Toxicity0.0063323975
Low Tox 0.2412222 Constructive 0.593 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to …
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to his Sikh /Khalistani vote who are an extremely powerful lobby in the Canadian govt, every party in Canada has high ranking Khalistani politicians. The liberal yt elite Canadian govt sold its working and middle class ( who are largely white Canadians) for a 3rd world servile class which would keep them in power forever but it comes at the cost of massive collapse of social cohesion, falling wages and massive cultural shifts. When I visited Toronto, an Indian fast food worker said he was giving me an extra BBQ sauce as a favor and would charge for the second, I called the manager too school this moron and she was also shocked , when you mass import million of 3rd world largely uneducated Indians they mentally still think the are in India
Identity Attack0.24293575
Insult0.113185234
Profanity0.021535112
Threat0.008712323
Severe Toxicity0.006980896
Low Tox 0.2396185 Constructive 0.577 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You all are guests here if you’re not born here and illegal women having children in Canada doesn’t make you Canadian at all
You all are guests here if you’re not born here and illegal women having children in Canada doesn’t make you Canadian at all
Identity Attack0.25817248
Insult0.082372494
Profanity0.022286616
Threat0.0064985976
Severe Toxicity0.005760193
Low Tox 0.2396185 Moderate Con 0.355
Aug 29, 2025 Why Canadians Are Turning Against …
I can feel how Indigenous people felt back in days when white immigrants were arrived into Canada. Hope white Canadian now feel that feeling. Don’t hate it’s just a circle ⭕️ it happened, happening and …
I can feel how Indigenous people felt back in days when white immigrants were arrived into Canada. Hope white Canadian now feel that feeling. Don’t hate it’s just a circle ⭕️ it happened, happening and will happen again. So everyone just chill and enjoy life 😊
Identity Attack0.28034934
Insult0.056719027
Profanity0.024472807
Threat0.009618527
Severe Toxicity0.0076675415
Low Tox 0.23812068 Constructive 0.67 Moral_Argument
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO …
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO DEPORT BACK INTO CANADA because we're hopping your borders for a better way of life? How much tax dollars does your country spent on sending canadians back to their country? How much federal country money do you give canadian immigrants to start their better way of life? Do canadian immigrant women get to keep their country traditions any way of a canadian life style or are they conformed? .......... Don't be silenced or afraid. They weaponized the word racism to give them leverage because that's all they have in their artillery.
Identity Attack0.24293575
Insult0.082866095
Profanity0.0166845
Threat0.009281937
Severe Toxicity0.0074005127
Low Tox 0.23812068 Constructive 0.668 Policy_Critique
Oct 15, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian, I have no problem if they are being smuggled out of Canada lol.
As a Canadian, I have no problem if they are being smuggled out of Canada lol.
Identity Attack0.1508922
Insult0.06794841
Profanity0.050930742
Threat0.03649433
Severe Toxicity0.007858276
Low Tox 0.23812068 Moderate Con 0.385 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I came here as immigrant and enhanced my knowledge, I went to study and enabled myself to find a job. By God grace and especially Canadian people support I have a job and a roof. …
I came here as immigrant and enhanced my knowledge, I went to study and enabled myself to find a job. By God grace and especially Canadian people support I have a job and a roof. It’s a blessed land here and I love Canada. People coming here to challenge Canadians values and culture should be deported back to where they belong. God bless Canada
Identity Attack0.23846684
Insult0.0670459
Profanity0.015591404
Threat0.018882722
Severe Toxicity0.0075531006
Low Tox 0.23812068 Constructive 0.639 Personal_Narrative
Sep 3, 2025 Why Canadians Are Turning Against …
How can all these refugees afford to live in Canada? Canadians can’t afford it!
How can all these refugees afford to live in Canada? Canadians can’t afford it!
Identity Attack0.2774022
Insult0.06354945
Profanity0.016889455
Threat0.0073918556
Severe Toxicity0.0060653687
Low Tox 0.23739935 Low Con 0.287 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers …
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers to dictate how they can live here. It’s not like what it was where we need to be qualified to live and immigrate to Canada. Now these new comers are trashing our parks, scamming good samaritans, scheming to get support from our government, and lastly, changing the demographics in Canada. Our laws need a better champion so the majority of good law abiding, good hearted, true Canadian citizens a better Canada. A Canada that allows good lawful immigrants to create a good future for their families. Adapting to our Canadian ways like , qualifying for work base on knowledge, skill, adaptability, acceptance, tolerance, and the heart to show love not on the base of the color of your skin, religion, nationality, gender, or creed. Canada is so much more and shouldn’t be changed by new comers that want to push their ways, beliefs, religion and agenda for their own benefit. No Canadian should be pushed to accept these new comers ways into our future.
Identity Attack0.17847598
Insult0.16337912
Profanity0.030389199
Threat0.009955117
Severe Toxicity0.007286072
Low Tox 0.23739935 Constructive 0.645
Aug 25, 2025 Why Canadians Are Turning Against …
So native Canadians are white English people? Do you know how Canada was invaded and by whom.
So native Canadians are white English people? Do you know how Canada was invaded and by whom.
Identity Attack0.28034934
Insult0.047935467
Profanity0.019212283
Threat0.009230154
Severe Toxicity0.005493164
Low Tox 0.2359567 Low Con 0.228 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
Identity Attack0.2816105
Insult0.06529768
Profanity0.016547862
Threat0.0072106146
Severe Toxicity0.0048828125
Low Tox 0.23523538 Moderate Con 0.376 Policy_Critique
Sep 19, 2025 263 likes Inside Canada's Indian Metropolis (Brampton)
Canada has a long history of ignoring India’s warnings about Khalistan. They give asylum to extremists just to shame India, but in the end Canada itself suffers. Many Indians think moving abroad changes everything but …
Canada has a long history of ignoring India’s warnings about Khalistan. They give asylum to extremists just to shame India, but in the end Canada itself suffers. Many Indians think moving abroad changes everything but my own friend, an engineering graduate, is working as a cashier in Canada while he had a good job offer in India. Indians, have some dignity. Don’t blindly chase the Canadian dream.
Identity Attack0.2700233
Insult0.08533409
Profanity0.015693882
Threat0.008311004
Severe Toxicity0.0045394897
Low Tox 0.23523538 Constructive 0.645
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, …
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, whom are the future of Canada cannot even get jobs, because the government is giving potential employers partial money to hire the Immigrants therefore not letting Natural Citizens of Canada GET JOBS. We need to stop paying taxpayers money to the Illegal Immigrants. Another thing we should be only allowing into our country only skilled workers with trades! Also every immigrant needs to be vetted to see if they have Criminal Records. Also we should not be letting people into our country who do have our Canadian Values and Standards of Humanity. There are certain people being allowed in our country WHO DO NOT fit our society.
Identity Attack0.2127345
Insult0.10148193
Profanity0.017777596
Threat0.010654188
Severe Toxicity0.0074768066
Low Tox 0.23523538 Constructive 0.593 Policy_Critique
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
One of my friends who barely passed his high school exams here in India was so bad in english. He gave his ilets thrice and there he is in pr in canada Dear Canadian it's …
One of my friends who barely passed his high school exams here in India was so bad in english. He gave his ilets thrice and there he is in pr in canada Dear Canadian it's your time to work else they will ruin your land as they ruined here
Identity Attack0.19495805
Insult0.07745308
Profanity0.016889455
Threat0.012906751
Severe Toxicity0.005455017
Low Tox 0.23451406 Constructive 0.616 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
It's the saddest most demoralizing thing to happen to Canada. These people came here. They don't want to integrate. They have a dislike for the local population. ... At my workplace THEY are pushing out …
It's the saddest most demoralizing thing to happen to Canada. These people came here. They don't want to integrate. They have a dislike for the local population. ... At my workplace THEY are pushing out Canadian people. They get into management and discriminate against everyone else.
Identity Attack0.19495805
Insult0.08582769
Profanity0.016069634
Threat0.008582866
Severe Toxicity0.0051879883
Low Tox 0.23451406 Constructive 0.519 Fear_Threat
Sep 19, 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.