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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: "So, what happens after the …" 755 comments · Page 13 of 31
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that …
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that I want to live in or work in, I need to follow their rules, laws and respect their culture, not trash their country, and change their culture and country to my country. This is what has happened in Canada, too many fn people from India here and they’ve basically taken over everything in the country, again this is not their fault, it’s our own governments fault.
Identity Attack0.2949366
Insult0.16989174
Profanity0.059948977
Threat0.008272167
Severe Toxicity0.010528564
Low Tox 0.28674445 Constructive 0.559
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
His name is Jesus Christ. That’s what happened to Canada we got rid of who Jesus is in brought in fake believers. We brought in people who worship the devil that’s what happened to Canada, …
His name is Jesus Christ. That’s what happened to Canada we got rid of who Jesus is in brought in fake believers. We brought in people who worship the devil that’s what happened to Canada, but you may not believe this, but God is clean in the swamp in Canada things will be exposed that you’ve never seen before God has taken back his country100%.
Identity Attack0.26494437
Insult0.16817254
Profanity0.06796519
Threat0.010084574
Severe Toxicity0.011672974
Low Tox 0.2854937 Moderate Con 0.324 Moral_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Most white Canadians defend this being done to the country. The small minority have a loud voice and oppose this but nothing will ever happen, even the Conservative Party is full of jeets
Most white Canadians defend this being done to the country. The small minority have a loud voice and oppose this but nothing will ever happen, even the Conservative Party is full of jeets
Identity Attack0.2877625
Insult0.15414265
Profanity0.048425674
Threat0.009100696
Severe Toxicity0.007247925
Low Tox 0.2854903 Low Con 0.295 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
What a cohencidence! It's happening to white countries all around the world simultaneously, against the will of the native people. WHAT A COHENCIDENCE.
What a cohencidence! It's happening to white countries all around the world simultaneously, against the will of the native people. WHAT A COHENCIDENCE.
Identity Attack0.28883415
Insult0.070799805
Profanity0.027820412
Threat0.009230154
Severe Toxicity0.009346008
Low Tox 0.2854869 Low Con 0.266 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Walmart in Windsor is full of such Indian "students". In every other aisle you would find a few of them standing and having a fun talks, not seemingly doing what they were supposed to be …
Walmart in Windsor is full of such Indian "students". In every other aisle you would find a few of them standing and having a fun talks, not seemingly doing what they were supposed to be doing. It is a whole chaos in the store whenever you go there. You can't complaint about them because the manager they report to, happens to be Indian too in most cases. Most of the times these managers try to coverup for the mistakes of their subordinates. Doesn't look like any of them came here with the intent to study. The Walmart with the courteous and efficient associates I used to go to 10 or 15 years ago is no more there ....
Identity Attack0.31892163
Insult0.1669316
Profanity0.04867618
Threat0.0089712385
Severe Toxicity0.009002686
Low Tox 0.2854869 Constructive 0.64
Sep 28, 2025 2 likes IRCC Names India in Study …
Brampton is brutal, but it's happening in most small towns all over Ontario now. In my community of 17,000, almost all of the fast food places are entirely Indian
Brampton is brutal, but it's happening in most small towns all over Ontario now. In my community of 17,000, almost all of the fast food places are entirely Indian
Identity Attack0.316
Insult0.13245803
Profanity0.055940874
Threat0.020782012
Severe Toxicity0.0125103295
Low Tox 0.2854835 Constructive 0.618 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration is a scam. There's very little, if any, economic benefit from immigration, and what benefit there is has been shown to almost always be captured by those who hired immigrants and the immigrants themselves, …
Immigration is a scam. There's very little, if any, economic benefit from immigration, and what benefit there is has been shown to almost always be captured by those who hired immigrants and the immigrants themselves, while passing on all the economic, social, and environmental burdens to our poor communities. Let's face it, immigration is a transfer of money from labor to capital it's about 3 things: profit, power, and punishment. We need to have an immigration moratorium. We also need to focus on re-migration for those who do not assimilate. Of course, none of this will happen until immigration becomes a problem for those at the top who have been pushing it down our throats for decades.
Identity Attack0.24462871
Insult0.16795322
Profanity0.04366605
Threat0.00899713
Severe Toxicity0.00831604
Low Tox 0.28547668 Constructive 0.591 Economic_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are very ethno-centric. When they get in a place, they only hire fellow Indians. That's what's happening in the tech industry in the US.
Indians are very ethno-centric. When they get in a place, they only hire fellow Indians. That's what's happening in the tech industry in the US.
Identity Attack0.36702603
Insult0.089778624
Profanity0.044417568
Threat0.008738215
Severe Toxicity0.010604858
Low Tox 0.28547668 Moderate Con 0.487 Economic_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just …
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just racism .. go to Markham filled with Chinese’s who’s stores names are written in their language they even had police station setup , go to Mississauga area filled with Arabs, go to parkdale filled with Philippines and Tibetan … every city in this country has sub section of communities and if people have issue with immigration go and complain to the government that’s allowing it to happen by selling false dreams … immigration is open to anyone as long as you have the money to support your stay here along with the necessary paperwork… plus half of the people complaining about jobs go and ask manager why they hire international kids .. cause they actually show up to work since they gotta work had to pay for high cost of living.. unlike most of the Canadian born kids that will call in sick cause they stayed up until 3 playing video games , it has nothing to do with skin color but work ethics
Identity Attack0.26325142
Insult0.16989174
Profanity0.03715288
Threat0.008841781
Severe Toxicity0.009727478
Low Tox 0.28547668 Constructive 0.686
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
It will get worse before it gets better. History shows that similar things happened to other countries. Government became corrupted, they pass policies that are insanity. Eventually the people of those countries rose up and …
It will get worse before it gets better. History shows that similar things happened to other countries. Government became corrupted, they pass policies that are insanity. Eventually the people of those countries rose up and overthrew that government by force. Carney, tread carefully. Because Canadians will soon replace despair with anger. And historically, Canadians during war time or backed into a corner, and left with no other option, are vicious.
Identity Attack0.14019285
Insult0.25602314
Profanity0.022696527
Threat0.009411395
Severe Toxicity0.0049972534
Low Tox 0.2854733 Moderate Con 0.482 Fear_Threat
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
The Muslim man that said Muslims will take over was correct. It’s happening right in front of your eyes and the government is doing nothing about it now it’s a problem all over the world …
The Muslim man that said Muslims will take over was correct. It’s happening right in front of your eyes and the government is doing nothing about it now it’s a problem all over the world and it’s to late to stop.
Identity Attack0.36733335
Insult0.07270074
Profanity0.026044132
Threat0.011430934
Severe Toxicity0.008544922
Low Tox 0.2854699 Moderate Con 0.414 Fear_Threat
Aug 27, 2025 Why Canadians Are Turning Against …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving large handouts of of our Canadian tax dollars to support the new immigrants that our coming into Canada. Why is the government giving large hand outs to these Indian immigrants instead of helping us true Canadians who helped built this Country. It is a dam shame to see what the Liberal Government our doing to this country of ours were many are homeless, high cost of living and the high crimes that happens every day in Canada and what does the government do is let these criminals back into our streets where us true Canadians do not feel safe any more. The one thing that pisses me off is seeing is all these new immigrants coming into Canada by the thousands that are taking away our Canadian entry jobs like Walmart, McDonalds and A & W fast food restaurant where as our young born Canadian students and others can not find a job to help them pay for there school loans and get a good education degree. We need to put a stop to this. For enough is enough before our Liberal Government destroys our country.
Identity Attack0.2331515
Insult0.18604483
Profanity0.1719469
Threat0.008738215
Severe Toxicity0.012054443
Low Tox 0.28425202 Constructive 0.688 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
So they come here on a student visa and then their family has a reason to come visit and they never go home. And we do nothing about it as per usual. Liberals are a …
So they come here on a student visa and then their family has a reason to come visit and they never go home. And we do nothing about it as per usual. Liberals are a free for all why are we even paying taxes anymore anyway? For lip service? If the conservatives aren’t going to do anything then shut up already. Quit wasting taxpayers money on this if nothing is going to happen about it.
Identity Attack0.025806036
Insult0.22770336
Profanity0.0569429
Threat0.013372798
Severe Toxicity0.007820129
Low Tox 0.28312725 Moderate Con 0.374
Sep 29, 2025 IRCC Names India in Study …
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying …
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying to escape poverty, poverty which again the same Europeans created in their nations too. Relax. Go to sleep. This is merely Karma at work. If you want anyone out, FIRST look at the mirror and volunteer to leave if you see a pale face there.
Identity Attack0.1808059
Insult0.16195811
Profanity0.020032106
Threat0.1115629
Severe Toxicity0.010604858
Low Tox 0.28312725 Moderate Con 0.405 Moral_Argument
Oct 6, 2025 IRCC Names India in Study …
Im a Canadian citizen (born in Toronto) who hasn't lived in Canada for over a decade. I left and declared non-resident status. I visit nearly every summer, spending around $8-10k a trip as well as …
Im a Canadian citizen (born in Toronto) who hasn't lived in Canada for over a decade. I left and declared non-resident status. I visit nearly every summer, spending around $8-10k a trip as well as sending money back to support my parents in Ottawa. I get nothing from Canada, and rightly so. I have to purchase my own health insurance when coming back. That's completely okay with me because I haven't paid into the system for over 10 years. How in the hell is someone who hops over the border with no previous ties to Canada entitled to ANYTHING though? They should be shipped back to their country of origin and duties assessed on any imports from that country should be raised to cover those costs or some other method of recouping that money should happen.
Identity Attack0.059311368
Insult0.16337912
Profanity0.28593817
Threat0.00789674
Severe Toxicity0.011138916
Low Tox 0.2820025 Constructive 0.765
May 26, 2018 6 likes How much do refugees and …
What is happening in western big cities with migrants, woke and drugs is incredible. No wonder extremism is rising witch is a really bad thing also. No extremist party in power left or right delivered …
What is happening in western big cities with migrants, woke and drugs is incredible. No wonder extremism is rising witch is a really bad thing also. No extremist party in power left or right delivered at least a decent result ever, only death and starvation, the problem is the inability of existing classic parties in finding problems in society and fix them.
Identity Attack0.1444726
Insult0.17734702
Profanity0.06546012
Threat0.042985857
Severe Toxicity0.009918213
Low Tox 0.27975297 Constructive 0.559
Nov 17, 2025 1 likes Why Canadians Are Turning Against …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing this happens. We had maybe 5 recent acquisitions of Indian people setting up and ruining successful gas stations and pop up smoke shops in my town allowing minors to freely browse and buy products. They keep to themselves because the people around here understand their predatory ways of selling and how gross they naturally are. I'm disappointed and I don't like them. I accept humans but I don't accept someone who can't wash their hands nor maintain a clean image morally and professionally. I know for certainty that they are illegally here buying properties which are very hard for us locals to even get our hands on. Something needs to be done and people need to be aware.
Identity Attack0.27914262
Insult0.16809943
Profanity0.044167064
Threat0.07476458
Severe Toxicity0.012054443
Low Tox 0.27975297 Constructive 0.744 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
There is a very dangerous and disturbing trend happening where openly racist people are being praised as "honest"! It's one thing closing your borders to immigrants but it's a whole other thing trying to institutionalise …
There is a very dangerous and disturbing trend happening where openly racist people are being praised as "honest"! It's one thing closing your borders to immigrants but it's a whole other thing trying to institutionalise racism! Seeing people praising the bike guy as "honest" is quite frankly very disturbing and sad!
Identity Attack0.17769934
Insult0.18604483
Profanity0.020783609
Threat0.0076119336
Severe Toxicity0.00541687
Low Tox 0.2786282 Constructive 0.665 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
i live in bolton, have for 35 years .im pretty much next to brampton, which was always very indian, and that was fine. but its drastically changed in the past 10 years for the very …
i live in bolton, have for 35 years .im pretty much next to brampton, which was always very indian, and that was fine. but its drastically changed in the past 10 years for the very very worst. were still sort of ok in bolton right now but it's happening fast. edit: brampton used to be full of indians that wanted to be canadian, now its just disrespectful ones that want brampton to be india
Identity Attack0.33675182
Insult0.12521741
Profanity0.06044999
Threat0.008492245
Severe Toxicity0.008277893
Low Tox 0.2786282 Constructive 0.579
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
In the first place they haven’t come here for studies - when you started giving student visa to gangsters, criminals and without any credentials- this is what happens. You created a whole fake college visa …
In the first place they haven’t come here for studies - when you started giving student visa to gangsters, criminals and without any credentials- this is what happens. You created a whole fake college visa scam to pocket the money - giving dubious one year diploma which can never give any job skill. Advertising it’s a pathway for citizenship . There are better colleges in India where these visa seekers can never enter due to the standards
Identity Attack0.17769934
Insult0.24928534
Profanity0.040409464
Threat0.008867673
Severe Toxicity0.007896423
Low Tox 0.2786282 Low Con 0.294 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
It’s an Indian country now.🤦🏻‍♂️🤦🏽‍♂️🤷🏼‍♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a …
It’s an Indian country now.🤦🏻‍♂️🤦🏽‍♂️🤷🏼‍♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a matter of time.. Too many of them already. breeding everyone.🤦🏽‍♂️🤦🏻‍♂️🤦🏽‍♂️🤷🏻‍♂️🤷🏻
Identity Attack0.28034934
Insult0.082619295
Profanity0.028230323
Threat0.012130005
Severe Toxicity0.011749268
Low Tox 0.27750343 Low Con 0.235 Fear_Threat
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in …
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in which the people coming sometimes do know the fruad going on through the government and seem to tihnk they are entitled. But not their fualt at the end of the day.. And the only thing I would be angry about is, one if I was already living there and there wasnt some vote to let it happen. And in that case, if there was, then its really on the community for not saying no. But no, the trouble is when we hear and they pay no taxes, but this 3 times disabled dude whos worked 20 years already and paid, doesnt get any help. Yeah, thats appearantly here in America and Canada. Is their a reason our governments cannot do this proper and with class?
Identity Attack0.28034934
Insult0.10148193
Profanity0.16078159
Threat0.031314444
Severe Toxicity0.014511578
Low Tox 0.27525392 Constructive 0.832 Policy_Critique
Dec 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I read the comments first before watching the video, and the negativity was strong. So I watched the video expecting to hear the Indians sounding terrible and entitled, and instead it's obvious they're just like …
I read the comments first before watching the video, and the negativity was strong. So I watched the video expecting to hear the Indians sounding terrible and entitled, and instead it's obvious they're just like every other group of immigrants who ever came before them, including those from Europe. The guy at 9:35 got lots of negative comments, but it's clear that he's the typical inspirational immigrant story, coming here, studying and working hard, and eventually achieving his degree, which brings him a better life in a prosperous country, the exact same thing Europeans came to Ellis Island for 100 years ago. And they also created Irish, Italian, Greek, etc. enclaves withing major cities. Also they say Brampton only had 18,000 people 50 years ago, and are upset that now it has 750,000, and all the growth has been from Indians. So then what's the problem? They didn't even displace anyone, they just moved to an area that was previously a small town on the outskirts of Toronto, and is now a major suburb. That growth of suburbs has happened over the last 50 years in every city in North America, from both domestic and immigrant people choosing to settle there. Did you expect a town that close to Toronto to experience zero growth over 50 years?!! While every other suburban area on the continent grows? If so, then you clearly aren't the brightest bulb.
Identity Attack0.2854555
Insult0.1505596
Profanity0.09389619
Threat0.012181788
Severe Toxicity0.012054443
Low Tox 0.27412915 Constructive 0.817
Oct 5, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
They are everywhere I thought my city had a lot of Indians! But Tyler is there a part 2 because what happened at the end ?😂😂😂😂
They are everywhere I thought my city had a lot of Indians! But Tyler is there a part 2 because what happened at the end ?😂😂😂😂
Identity Attack0.28622448
Insult0.06794841
Profanity0.09583591
Threat0.011715741
Severe Toxicity0.013285006
Low Tox 0.27047762 Moderate Con 0.419
Jan 27, 2026 Inside Canada's Indian Invasion...
Get them out, mass deportations and treason trials for those who have funded and encouraged this too happen.
Get them out, mass deportations and treason trials for those who have funded and encouraged this too happen.
Identity Attack0.11163961
Insult0.07491849
Profanity0.019348921
Threat0.1338057
Severe Toxicity0.009231567
Low Tox 0.26859093 Low Con 0.15 Call_To_Action
Feb 8, 2026 Inside Canada's Indian Invasion...

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.