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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Asylum seekers should not get …" 31 comments · Page 1 of 2
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While …
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While the "One-Touch" digital system exists to speed up paperwork, every asylum seeker must still provide biometrics (fingerprints) and undergo a security/background check against global law enforcement databases upon arrival. 2. Denied claimants keep their health benefits. TRUE (But temporary). Benefits continue as long as the legal process is active. Because Canada allows for appeals and judicial reviews, a person whose claim is initially "denied" by the board is still considered to be "in the process" and keeps coverage until all legal appeals are exhausted. 3. There are 500,000 "lost" people due for deportation. FALSE. This number is a massive inflation. It likely refers to a total estimate of all people in Canada with expired visas (including students and workers). The number of people specifically "wanted" for deportation after a failed refugee claim is estimated to be closer to 30,000–50,000. 4. Refugees get dental and vision care that some Canadians don't. TRUE. The federal IFHP program does cover basic dental and vision for claimants because they aren't eligible for provincial health cards yet. Many Canadians only get these benefits through private insurance or specific low-income programs, though the new Canadian Dental Care Plan is currently closing that gap for seniors and children. 5. 10,000 people "vanish" from the system annually. UNVERIFIED. This was a specific estimate given by a union head during testimony. While the government tracks "abandoned claims," they don't officially classify them all as "vanished," as many are eventually located or leave the country voluntarily.
Identity Attack0.10221587
Insult0.802824
Profanity0.6919765
Threat0.025789235
Severe Toxicity0.35368225
Toxic 0.8629672 Constructive 0.712 Insult Unverified_Claim
Dec 21, 2025 Thousands of refugees allowed into …
This crap is getting more and more INSANE. We are already overcrowded and overlfowing with refugees, asylum seekers, temporary work visas, student visas and others.....while our sytem COLLAPSES UNDER THE STRAIN. FIRE these FEDS.....NOW.
This crap is getting more and more INSANE. We are already overcrowded and overlfowing with refugees, asylum seekers, temporary work visas, student visas and others.....while our sytem COLLAPSES UNDER THE STRAIN. FIRE these FEDS.....NOW.
Identity Attack0.28034934
Insult0.6099415
Profanity0.46460027
Threat0.15434735
Severe Toxicity0.16960317
Moderate 0.6852916 Moderate Con 0.38 Insult Fear_Threat
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Another fact if a skilled immigrant like a Doctor come to Canada under a skilled immigrant program , apply wait in home country and gets his PR before coming.. the doc need to show funds …
Another fact if a skilled immigrant like a Doctor come to Canada under a skilled immigrant program , apply wait in home country and gets his PR before coming.. the doc need to show funds to support him/her and the family. He/she gets shit from the Govt , the Doc has to spend his/her own money to get credentials recognized, go back to uni at own cost . While asylum seekers gets everything free doing shit all day.
Identity Attack0.2949366
Insult0.5130944
Profanity0.6242122
Threat0.010343489
Severe Toxicity0.052044146
Moderate 0.6342749 Constructive 0.501 Insult Policy_Critique
Feb 25, 2026 1 likes LILLEY UNLEASHED: The fall of …
buncha racist people. "It took me a year to get a visa" and "Now they just jump the border and file for asylum". are these guys so shit at math that they don't understand statistics? …
buncha racist people. "It took me a year to get a visa" and "Now they just jump the border and file for asylum". are these guys so shit at math that they don't understand statistics? do they genuinely think all immigrants from india are asylum seekers and nobody comes via visa, like are they that idiotic? do you see how these ppl immediately seek some kind of high ground? its disgusting to me Indian people probably do bring a 100 problems with them, I won't argue on this. But then its the job of the ppl of the country to pressure their government to stop immigration by changing the immigration policy. There's no point in directing your racist resentment at a group of people for just following whats legally allowed
Identity Attack0.5135796
Insult0.57566804
Profanity0.4756165
Threat0.07323132
Severe Toxicity0.16960317
Moderate 0.60254884 Constructive 0.612 Identity Attack Insult
Nov 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
These immigrants have it too good! Wow, a whole four dolllars per prescription. I’m paying more than that in all my co pay and I live below the poverty line! Hell, I have to pay …
These immigrants have it too good! Wow, a whole four dolllars per prescription. I’m paying more than that in all my co pay and I live below the poverty line! Hell, I have to pay seventeen dollars in co pay for Spiriva just so I can breath and these damn asylum seekers get it for four bucks?! These freeloaders have got to go! Born and raised in Canada. Paid taxes since I was sixteen and this is my payback! Then they wonder why Canadians are starting to resent and actually hate these immigrants. Sorry but not sorry!!!!
Identity Attack0.49855098
Insult0.5678696
Profanity0.4662011
Threat0.030278467
Severe Toxicity0.16960317
Moderate 0.60152835 Constructive 0.535 Insult Economic_Argument
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of …
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of unskilled multiple children asylum seekers??? Who now drive brand new cars b3cause trudope pays for their rent the food etc and what do they do ? Door dash skip the dishes drivers they are a drag on society BUT if u need a home care worker to look after our disabled people u can’t bring in foreigners, those agencies are in dire need of staff but trudope brings in door dash drivers thank god that drama queen resigned in disgrace
Identity Attack0.3817989
Insult0.54471385
Profanity0.26638454
Threat0.012181788
Severe Toxicity0.023505108
Moderate 0.509388 Constructive 0.541 Insult Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
Liberal canada is hell bent on destroying the country. violent crime offenders getting out of jail, refugee claims and asylum seekers getting same benefits as residents and citizens, handing out billions of dollars to other …
Liberal canada is hell bent on destroying the country. violent crime offenders getting out of jail, refugee claims and asylum seekers getting same benefits as residents and citizens, handing out billions of dollars to other countries, opening doors to drug cartels and organized crimes to buy properties in the country which fuels housing prices to soar, capital gains tax increases , carbon taxes on people and industries. these are just a few.
Identity Attack0.21866
Insult0.3388922
Profanity0.19770569
Threat0.030969119
Severe Toxicity0.01806218
Moderate 0.37751234 Moderate Con 0.365 Policy_Critique
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering …
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering for these policies . no one ever said temp workers should get a PR , its time to deport and revoke citizenship.
Identity Attack0.28034934
Insult0.23237456
Profanity0.044668075
Threat0.06658544
Severe Toxicity0.01683561
Moderate 0.3302291 Constructive 0.55 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Round them all out and deport them home with fines'.. . They should be banned from getting back. Asylum seekers from student permit should be flagged -because its fraud. This should never been considered. Send …
Round them all out and deport them home with fines'.. . They should be banned from getting back. Asylum seekers from student permit should be flagged -because its fraud. This should never been considered. Send them home.
Identity Attack0.23846684
Insult0.18107465
Profanity0.024609445
Threat0.13582869
Severe Toxicity0.013607788
Moderate 0.3245134 Low Con 0.28 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
They should deport all asylum seekers if they want to save Canada cause they do nothing still get money and all other benefits same as Canadian would get, infact they get more benefits. Problem isn’t …
They should deport all asylum seekers if they want to save Canada cause they do nothing still get money and all other benefits same as Canadian would get, infact they get more benefits. Problem isn’t the international students the real problem is illegal immigrants
Identity Attack0.37507164
Insult0.15911613
Profanity0.019963788
Threat0.014048163
Severe Toxicity0.009994507
Moderate 0.32236105 Moderate Con 0.393
Aug 25, 2025 Why Canadians Are Turning Against …
Asylum seekers should not get any coverage at all.
Asylum seekers should not get any coverage at all.
Identity Attack0.293411
Insult0.06953252
Profanity0.029186781
Threat0.013217449
Severe Toxicity0.010604858
Low Tox 0.2854903 Low Con 0.189 Policy_Critique
Feb 24, 2026 8 likes 'We do know that there's …
Conservatives grasping at straws now. What issue can we find that will make Canadians angry. "The illegal asylum seekers are getting better benefits than tax paying Canadians." LMAO
Conservatives grasping at straws now. What issue can we find that will make Canadians angry. "The illegal asylum seekers are getting better benefits than tax paying Canadians." LMAO
Identity Attack0.18313584
Insult0.16766082
Profanity0.044668075
Threat0.009618527
Severe Toxicity0.006828308
Low Tox 0.27750343 Moderate Con 0.31 Humor_Satire
Feb 24, 2026 'We do know that there's …
Just like the Democrats in the US did. Let in all kinds of illegals and "asylum seekers" to get their votes.
Just like the Democrats in the US did. Let in all kinds of illegals and "asylum seekers" to get their votes.
Identity Attack0.26494437
Insult0.09563028
Profanity0.016957775
Threat0.008259222
Severe Toxicity0.005683899
Low Tox 0.25462922 Low Con 0.263 Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I'm surprised no liberal voters are calling this dude a "racist" because it involves Indians. He is literally interviewing both sides of this issue. In my opinion, if the liberal government stays in power, and …
I'm surprised no liberal voters are calling this dude a "racist" because it involves Indians. He is literally interviewing both sides of this issue. In my opinion, if the liberal government stays in power, and more and more liberal voters use the racism card on people who point out these issues just to make themselves feel like a good person, more and more major cities in Canada will be filled of them who either entered as an international student, or as an asylum seeker. It is not "multiculturalism" or "diversity" if there is only people from one culture coming to Canada? Where are the people from countries like Italy? Germany? Ukraine? Mexico? It is not racist to point out how in very few homes, most notably in Brampton, around 7 or more people live in one house. It is not racist to point out how these Indians need to learn to write and speak proper English. It is not racist to point out how they need to adapt to our civilized way of life here in Canada. It is not racist to point out the rise in crime done by people of Indian descent. It is not racist to point out how, coincidentally, the quality in Tim Hortons has dropped lately, when in a majority of them have workers of Indian descent, which are usually in major cities. How so? The liberal-imposed foreign worker plan, plus a little bit of corporate greed. It is not racist to point out that Indian "international students" are getting their food from food banks, which are supposed to be for the poor, and how some places of work only hire Indians, because they are run by Indians. Why is this discussion even about Indians? Because they make up HUGE majority of people coming to live in Canada. Matter of fact, this does not apply to Indians coming to Canada, but to whoever goes to live in another country. It does not take much out of you to at least adapt to the way of life in which ever country you go to. The conservative party sees this in a way that the liberals do not. Come back to this comment in another 10-20 years when the liberals are still in power. You'll see the difference.
Identity Attack0.27759558
Insult0.110259406
Profanity0.02303812
Threat0.008065036
Severe Toxicity0.005645752
Low Tox 0.2540519 Constructive 0.705
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
The quality of immigrants have decreased but blaming just the indians isn't right. Check other regions like Scarborough, lots of asylum seekers came in, who are muslims from middle east and africa, they are the …
The quality of immigrants have decreased but blaming just the indians isn't right. Check other regions like Scarborough, lots of asylum seekers came in, who are muslims from middle east and africa, they are the real problem getting free money and stay from the government and working on cash. Legalizing Cannabis store promoted youngsters and adults alike to try drugs, why was the needed even ? Problem is not indians or immigrants in general, problem is government policies.
Identity Attack0.2877625
Insult0.06669625
Profanity0.016479544
Threat0.007353018
Severe Toxicity0.004825592
Low Tox 0.23812068 Constructive 0.57 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
THANK ALL OF THE TRUDEAU AND CARNEY VOTERS. YOU CAUSED THIS AND THINGS WILL GET WORSE. OUR HIGH TAXES GO TO THESE ASYLUM SEEKERS AND NEW COMERS THAT ARE RECEIVING ALL THE GOVERNMENT FUNDING. WE …
THANK ALL OF THE TRUDEAU AND CARNEY VOTERS. YOU CAUSED THIS AND THINGS WILL GET WORSE. OUR HIGH TAXES GO TO THESE ASYLUM SEEKERS AND NEW COMERS THAT ARE RECEIVING ALL THE GOVERNMENT FUNDING. WE ARE GETTING MORE AND MORE BU THE DAY AND OUR TAXES WILL CONTINUE TO GO UP. WHAT DO WE DO? LEAVE CANADA AND STOP PAYING THESE TAXES TO SUPPORT THIS?????
Identity Attack0.05612817
Insult0.06921569
Profanity0.013234417
Threat0.0074306927
Severe Toxicity0.003967285
Low Tox 0.16245349 Moderate Con 0.39 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality this is not legitimate immigrants. It's unlawful what the govt has done and therefore these people are immigrants under cover of law. Or color of law. It's defacto. I call them illegal migrants. Most are not doctors or engineers or trades people even. Most are young men from 19 to their 30's. According to Investigative Journalist Joshua Philipp of the Epoch Times, Through visiting Darian gap, he found UN tents helping illegal migrants to get to the US. But they had to pass through cartel territory. They had to pay the cartels a fee or die or be raped or both. Yes it's brutal some things but apparently before Obama left office he signed an international agreement to import people globally from mostly Islamic countries and create open borders. We see Chinese, and many people from different parts of South America and even Africa crossing to the US. A lot of whom end up in Canada. So before they cross into the US they toss their IDs Especially if they are from countries that are flagged by the US as questionable or terrorist possibilities. So this leads to a lot coming to Canada. I'm sure you heard of Roxham Rd crossing? It's officially closed but people still cross into Canada from the US going through there. There's also piles of IDs at that border crossing also. Anyways these open border policies has cut out in depth screening so we really don't know who is in Canada as true asylum seekers or immigrants. To add to this complexity, over 300,000 Canadian travel documents have been stolen from CBSA Canadian Border Services Agency. 280,000 of those were blank Canadian passports. SO we really don't know who's walking on Canadian soil. This was confirmed by Luc Sabourin a former CBSA agent. He got forced out because he was asking the right questions and giving the right evidence. Here's the interview with Joshua and the interview with Luc. Have a watch n listen. https://www.youtube.com/watch?v=obgZ-Oh6Es0&t=4s https://www.youtube.com/watch?v=QdIjTSAzUXE&t=91s JamCan I'm with you 100% you are right on the money ! Great work.
Identity Attack0.09162762
Insult0.05027775
Profanity0.023516348
Threat0.0077284453
Severe Toxicity0.0034332275
Low Tox 0.123468354 Constructive 0.797
Aug 26, 2025 Why Canadians Are Turning Against …
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of …
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of giving it to the refugees and asylum seekers who get more money than our Seniors or youth
Identity Attack0.10221587
Insult0.03158728
Profanity0.010211324
Threat0.007365964
Severe Toxicity0.0032997131
Low Tox 0.11347008 Constructive 0.55
Nov 23, 2025 Quebec Ends Economic Immigration Program …
I know a lot of asylum seekers & rejected ones who are legally working. This guy will try anything just to get elected. Sad
I know a lot of asylum seekers & rejected ones who are legally working. This guy will try anything just to get elected. Sad
Identity Attack0.01555616
Insult0.061626412
Profanity0.011560614
Threat0.0067316215
Severe Toxicity0.0014686584
Low Tox 0.113263406 Constructive 0.536 Personal_Narrative
Feb 28, 2026 1 likes 'We do know that there's …
Asylum seekers who commit serious crimes … and get a lessor sentence so it does affect their claim.
Asylum seekers who commit serious crimes … and get a lessor sentence so it does affect their claim.
Identity Attack0.047190998
Insult0.02982438
Profanity0.011902207
Threat0.010680079
Severe Toxicity0.0023460388
Low Tox 0.1104733 Moderate Con 0.346 Policy_Critique
Nov 25, 2025 3 likes Thousands of refugees allowed into …
Get ready for more taxes because we will have to pay free money to 2.5 million more asylum seekers
Get ready for more taxes because we will have to pay free money to 2.5 million more asylum seekers
Identity Attack0.04641757
Insult0.026444806
Profanity0.011458136
Threat0.00746953
Severe Toxicity0.0024986267
Low Tox 0.1013248 Low Con 0.225 Economic_Argument
Jan 15, 2026 6 likes 2.9 million Canadian temporary visas …
Realty check Indians are not applying for asylum, they have proper paper and visa and they work day and night to gain experience and fulfil all the IRCC requirements to get permanent residency. If you …
Realty check Indians are not applying for asylum, they have proper paper and visa and they work day and night to gain experience and fulfil all the IRCC requirements to get permanent residency. If you really want to see asylum seekers look for Ukrainian, Syrian, afghans etc
Identity Attack0.09162762
Insult0.021159383
Profanity0.014395831
Threat0.006848133
Severe Toxicity0.0022125244
Low Tox 0.09785384 Constructive 0.658
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to …
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to the immigrants while the Government cuts our program to pay for the immigrants only giving us 1/3 the immigrants get Also when Quality of life is so low we cant afford to have children
Identity Attack0.056582913
Insult0.02373764
Profanity0.010074687
Threat0.006550381
Severe Toxicity0.002002716
Low Tox 0.09394901 Constructive 0.558 Economic_Argument
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
In simple terms Canadians pay for their glasses, physio, mental health help, prescriptions and asylum seekers get it for free after never paying into the system.
In simple terms Canadians pay for their glasses, physio, mental health help, prescriptions and asylum seekers get it for free after never paying into the system.
Identity Attack0.054763943
Insult0.025800243
Profanity0.009835573
Threat0.006016368
Severe Toxicity0.0017356873
Low Tox 0.08241652 Moderate Con 0.423 Economic_Argument
Feb 26, 2026 89 likes BATRA’S BURNING QUESTIONS: Canada’s absent …

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.