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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: "Canada does not need any …" 749 comments · Page 14 of 30
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 …
Ok the migrants are the ones from India, that they came to Canada and brought their way of leaving here. I came from Ecuador 44 years ago and still working but i did not bring …
Ok the migrants are the ones from India, that they came to Canada and brought their way of leaving here. I came from Ecuador 44 years ago and still working but i did not bring Ecuador here , you have to respect were you are. This people come and do whatever they want and they are unrespecful. This need to be fix.
Identity Attack0.27875587
Insult0.097093195
Profanity0.015249812
Threat0.0068869707
Severe Toxicity0.0051116943
Low Tox 0.24763705 Constructive 0.712 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
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 …
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 …
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...
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 …
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 …
The number & money spent on fake refugees is a lot higher with the free hotels and spending cards provided, we need Ice to clean up the house or Canada will go bankrupt soon.
The number & money spent on fake refugees is a lot higher with the free hotels and spending cards provided, we need Ice to clean up the house or Canada will go bankrupt soon.
Identity Attack0.17614605
Insult0.11978693
Profanity0.015523086
Threat0.012647836
Severe Toxicity0.0059127808
Low Tox 0.2412222 Moderate Con 0.4 Unverified_Claim
Dec 24, 2025 2 likes Deportations From Canada at Their …
If you trying to be nick sherly with the sikhs, not gonna happen, research first, indian sikhs gave their lives for canada fought wars, Pay taxes, everything You need research man, couple of bad apple …
If you trying to be nick sherly with the sikhs, not gonna happen, research first, indian sikhs gave their lives for canada fought wars, Pay taxes, everything You need research man, couple of bad apple can’t describe indian sikhs
Identity Attack0.23694818
Insult0.11172232
Profanity0.024472807
Threat0.0084793
Severe Toxicity0.0060272217
Low Tox 0.2412222 Moderate Con 0.369 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
TOTAL DEPORTATIONS ARE IMMEDIATELY NEEDED TO REVERSE THE JEETIFICATION DESTRUCTION OF CANADA
TOTAL DEPORTATIONS ARE IMMEDIATELY NEEDED TO REVERSE THE JEETIFICATION DESTRUCTION OF CANADA
Identity Attack0.15731181
Insult0.06669625
Profanity0.020783609
Threat0.10389658
Severe Toxicity0.010375977
Low Tox 0.2412222 Low Con 0.202 Call_To_Action
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
😂 Quebec is now the smart province 😂 who would have thought . This needs to go Canada wide enough Indians … there are too many…
😂 Quebec is now the smart province 😂 who would have thought . This needs to go Canada wide enough Indians … there are too many…
Identity Attack0.25309357
Insult0.0811385
Profanity0.025497584
Threat0.0075083673
Severe Toxicity0.007133484
Low Tox 0.2396185 Low Con 0.257 Identity_Assertion
Nov 25, 2025 Quebec Ends Economic Immigration Program …
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 …
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
Identity Attack0.28034934
Insult0.06337463
Profanity0.013951761
Threat0.007197669
Severe Toxicity0.005760193
Low Tox 0.23739935 Low Con 0.3 Unverified_Claim
Nov 3, 2025 IRCC Names India in Study …
Canada need put a fence the same like the USA have with Mexico.
Canada need put a fence the same like the USA have with Mexico.
Identity Attack0.27340925
Insult0.04383647
Profanity0.019485557
Threat0.056240413
Severe Toxicity0.008544922
Low Tox 0.2359567 Low Con 0.142 Policy_Critique
Jan 5, 2026 3 likes Migrants cross into Canada near …
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 …
The all need to leave. If nothing is done they will destroy Canada.
The all need to leave. If nothing is done they will destroy Canada.
Identity Attack0.060220852
Insult0.036325075
Profanity0.021398475
Threat0.17964768
Severe Toxicity0.0076293945
Low Tox 0.23451406 Low Con 0.159 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house …
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house in a land where I was born they up the house prices and have no respect for Canada
Identity Attack0.2781757
Insult0.07270074
Profanity0.015010698
Threat0.0065568537
Severe Toxicity0.0049209595
Low Tox 0.23415339 Constructive 0.512
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Deport, we need ICE in Canada
Deport, we need ICE in Canada
Identity Attack0.1035157
Insult0.06337463
Profanity0.018187506
Threat0.0347677
Severe Toxicity0.009689331
Low Tox 0.2330714 Low Con 0.224
Sep 30, 2025 IRCC Names India in Study …
Canada needs to recover from this liberal governments mess
Canada needs to recover from this liberal governments mess
Identity Attack0.06658725
Insult0.16824563
Profanity0.032643758
Threat0.007961469
Severe Toxicity0.004081726
Low Tox 0.2312681 Low Con 0.185
Jan 22, 2026 Why Canada’s immigration system has …
Canada you guys and Gals need to rise up and take your country back
Canada you guys and Gals need to rise up and take your country back
Identity Attack0.17925262
Insult0.06826523
Profanity0.017777596
Threat0.012233571
Severe Toxicity0.007209778
Low Tox 0.23090743 Moderate Con 0.345
Nov 21, 2018 9 likes How much do refugees and …
Canada needs ICE. Not the one that's plenty during winter but the one that can remove that are plenty in Canada - which are illegal residents!
Canada needs ICE. Not the one that's plenty during winter but the one that can remove that are plenty in Canada - which are illegal residents!
Identity Attack0.18002926
Insult0.08410009
Profanity0.014327513
Threat0.013579931
Severe Toxicity0.007858276
Low Tox 0.22579013 Moderate Con 0.381
Jan 18, 2026 2.9 million Canadian temporary visas …
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, …
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, and I visit many nursing and retirement homes. It feels extremely disrespectful when immigrant workers speak only in their own languages even when others around them don’t understand. Just a few days ago, I was in a park and witnessed someone spitting red tobacco all over a tree trunk. This kind of behaviour is unacceptable in Canada. We came here for better opportunities and a better life, so it should be our responsibility to respect the culture and the public spaces here. I genuinely believe the government needs to be stricter about who they allow in. Canada doesn’t need people who refuse to integrate or who create a nuisance in public. Diversity is about sharing and respecting each other, not about ignoring Canadian values or lowering public standards. If someone is not willing to respect this country and its culture, then maybe Canada is not the place for them.
Identity Attack0.20878418
Insult0.08582769
Profanity0.03464781
Threat0.0091524795
Severe Toxicity0.005645752
Low Tox 0.22579013 Constructive 0.764
Aug 25, 2025 111 likes Why Canadians Are Turning Against …
Canada needs ICE and Mass deportation now!! If this goes on longer there will be a Civil war.😐✌️
Canada needs ICE and Mass deportation now!! If this goes on longer there will be a Civil war.😐✌️
Identity Attack0.10221587
Insult0.035553806
Profanity0.0166845
Threat0.13815513
Severe Toxicity0.009269714
Low Tox 0.22311419 Low Con 0.261 Fear_Threat
Feb 25, 2026 1 likes 'We do know that there's …
Last thing Canada 🇨🇦 needs is more immigrants
Last thing Canada 🇨🇦 needs is more immigrants
Identity Attack0.23163283
Insult0.04852104
Profanity0.016479544
Threat0.010447056
Severe Toxicity0.006752014
Low Tox 0.22311419 Low Con 0.192 Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
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 …

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.