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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

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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: "This is why our government …" 1,794 comments · Page 59 of 72
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised …
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised here, and when I’m in Brampton and walk into a Circle K, people start speaking to me in Hindi or Punjabi right away — it’s a trip. At the same time, I’m not saying everyone coming is bad. A lot of international students and new immigrants are hardworking people who want to build a better life. But plenty are also gaming the system. The real issue is that Canada messed up by letting in too many at once, with no structure to help them assimilate. When there’s no integration, no surprise people just act like they’re back home.
Identity Attack0.037909906
Insult0.02618698
Profanity0.015693882
Threat0.007301235
Severe Toxicity0.0018024445
Low Tox 0.067380086 Constructive 0.77 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Seriously you still don’t know why, try doing some research on the topic: how much international students pay as tuition fee. I read somewhere that it was about $50 billion. So when government is getting …
Seriously you still don’t know why, try doing some research on the topic: how much international students pay as tuition fee. I read somewhere that it was about $50 billion. So when government is getting that much money why would they say no to immigrants.
Identity Attack0.03919895
Insult0.019419061
Profanity0.011714331
Threat0.0065180166
Severe Toxicity0.0014209747
Low Tox 0.067380086 Moderate Con 0.367
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
All high trust societies around the world are being destroyed. Division and strife is being cultivate by design. A population divided can not come together to oppose the government. The trucker convoys in Canada is …
All high trust societies around the world are being destroyed. Division and strife is being cultivate by design. A population divided can not come together to oppose the government. The trucker convoys in Canada is EXACTLY what they are trying to prevent. That's why the Canadian govt came down so hard on the truckers. It's happening to all western countries at the same time for the same reason. We are the greatest threat to the globalist powers maneuvering to rule the world.
Identity Attack0.014752249
Insult0.02373764
Profanity0.01309778
Threat0.011223801
Severe Toxicity0.0019836426
Low Tox 0.0665887 Constructive 0.526
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Malaysia indonesia phillipines thailand qatar uae etc all have been affected too. Bru qatar anf uae have literally arrested offices spying in their government.
Malaysia indonesia phillipines thailand qatar uae etc all have been affected too. Bru qatar anf uae have literally arrested offices spying in their government.
Identity Attack0.034816213
Insult0.021352753
Profanity0.01846078
Threat0.009929225
Severe Toxicity0.00207901
Low Tox 0.0665887 Moderate Con 0.398 Comparative_Framing
Feb 12, 2026 3 likes Inside Canada's Indian Invasion...
“ Charity begins at home” , the Canadian government should worry about helping Native Communities in Northern Canada, eradicating homelessness, drug addiction, and should stop importing poverty.
“ Charity begins at home” , the Canadian government should worry about helping Native Communities in Northern Canada, eradicating homelessness, drug addiction, and should stop importing poverty.
Identity Attack0.018168874
Insult0.026444806
Profanity0.0093915025
Threat0.007598988
Severe Toxicity0.001373291
Low Tox 0.0665887 Moderate Con 0.33 Policy_Critique
Nov 25, 2025 Quebec Ends Economic Immigration Program …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
This is Alberta, they should check out the number here in Ontario, unbelievable what our Government allows here in Canada. It's time the people stood up and spoke up for our rights. People have a …
This is Alberta, they should check out the number here in Ontario, unbelievable what our Government allows here in Canada. It's time the people stood up and spoke up for our rights. People have a right to live where they want, but if you're illegal and taking out jobs send them back.
Identity Attack0.026207991
Insult0.023608726
Profanity0.010757872
Threat0.007327127
Severe Toxicity0.0016021729
Low Tox 0.06579731 Constructive 0.6
Sep 30, 2025 11 likes IRCC Names India in Study …
And why is the Liberal government turning against Canadian
And why is the Liberal government turning against Canadian
Identity Attack0.04564415
Insult0.018838953
Profanity0.011543535
Threat0.0074824756
Severe Toxicity0.0014209747
Low Tox 0.06579731 Low Con 0.237
Aug 25, 2025 7 likes Why Canadians Are Turning Against …
I'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if …
I'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if something breaks or needs replacing, etc. Can't even save and put money away. I sat down and balanced my budget, looking at what I could keep or toss. Figured out what to do for cheapening food costs as much as I could (without doing food bank), and the most I can afford for rent is $700 a month. That's basically a room in someone's house. That's it. As an Adult, I'm disgusted it's come to this. But what angers me MOST of all, is the Landlord's I gotta argue with. Surrey, BC used to be the cheap end of Vancouver. The welfare type housing, and low-income area. Then we had this huge book of Middle Eastern people come flying in at top speed, steam roll the community and make it theirs. They bought up all the cheap housing, ripped it down even though it was not that bad of a house, then built these custom 5-6 room mini mansions. The standards for the area skyrocketed, and the cost of their mortgage is likely also sky high because of what they built... So what do they do? Rent the rooms, force people 2 to a room with no privacy, and if you WANT a private room? Nearly $1000. Oh... And let's not forget the discrimination issues. If you're not going to temple or Gudwara, forget it. If you aren't pure vegetarian, forget it. And because all the other renters are "brown" and under 30yrs old, Adults are considered unwelcome. If you have a disability and don't work, you're automatically labelled a drug user (which isn't always truth). Even if you offer proof of income, and resources or phone numbers to call, they won't bother. Too much work. This sh*t needs to stop. I look in other cities near by, and it's happening in ALL OF THEM. I cant even relocate to get away from this crap. I'm done. I have no car to live out of, so that's not an option. I'm not a drug user, never will be but and all the shelters are now "low barrier". Screw that. So now what? Go back to work with a broken lower back?? Desk job search when I should be recovering and resting? Like, the suggestions are welcome, but be realistic. I'm in constant pain on heavy duty drugs to get by right now. No spouce. No parents or friends to leech off of. I feel utterly abandoned by our government.
Identity Attack0.004180758
Insult0.029714199
Profanity0.024951037
Threat0.006763986
Severe Toxicity0.0019836426
Low Tox 0.06579731 Constructive 0.775 Personal_Narrative
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
Good! Now maybe our governments can take care of it’s own citizens. We didn’t need any more people here. These immigrants are just burdens. They don’t speak English .
Good! Now maybe our governments can take care of it’s own citizens. We didn’t need any more people here. These immigrants are just burdens. They don’t speak English .
Identity Attack0.06368639
Insult0.013320753
Profanity0.000040432347
Threat0.00040881344
Severe Toxicity0.0000051965717
Low Tox 0.06518377
Apr 14, 2025
Time for a Canadian revolution, or Government reform, or all-out civil war. Or become the 51st State. I'm in favour of a complete government reform, getting rid of the Westminster system and implementing a republican …
Time for a Canadian revolution, or Government reform, or all-out civil war. Or become the 51st State. I'm in favour of a complete government reform, getting rid of the Westminster system and implementing a republican style of governance. A government for the people by the people.
Identity Attack0.012641981
Insult0.017088935
Profanity0.012004685
Threat0.029933142
Severe Toxicity0.0031471252
Low Tox 0.06500591 Moderate Con 0.459 Call_To_Action
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. …
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. Most people don't even know, unless you listen to the many that are in shelters and on social media, most have been told that Canada is a country which will pay you and cover all your housing. There is a code of silence which does not always come from inside Canada. It's the code on how to take advantage of a countries blindness by abusing it's Government financial Immigration and Refugee programs. 1. Make a claim, any claim as it will take years before Canada figures out your claim is false. If all does not go well, have a baby on the land. This way you can't be deported and the Canadian government will give you more money because you have a child. There are many more but I will not write them to place them into the open world but there are many more tactics of abuse, Student Visa is but one of them, the next is Migrants. If you are not near the system but you listen closely to the stories, you will hear the real truth and you will also hear the underground truth which people speak about behind closed doors.
Identity Attack0.022992345
Insult0.030154925
Profanity0.015147334
Threat0.0067963502
Severe Toxicity0.0018405914
Low Tox 0.06381883 Constructive 0.705 Unverified_Claim
Dec 24, 2025 4 likes Deportations From Canada at Their …
Canada’s government is out of control. Immigration levels have exploded far beyond what housing, jobs, and infrastructure can support. With roughly 2.9 million temporary residents in the system, affordability has collapsed rent, food, and services …
Canada’s government is out of control. Immigration levels have exploded far beyond what housing, jobs, and infrastructure can support. With roughly 2.9 million temporary residents in the system, affordability has collapsed rent, food, and services are stretched to the breaking point. When permits expire, people must return home as the system was designed, not be quietly rolled over. Immigration has to match capacity. Bring people when there are jobs and homes not when the cost of living is already crushing everyone. Fix Canada first, then expand responsibly.
Identity Attack0.019374741
Insult0.028171662
Profanity0.01261955
Threat0.0067316215
Severe Toxicity0.001707077
Low Tox 0.063423134 Constructive 0.563 Economic_Argument
Jan 15, 2026 61 likes 2.9 million Canadian temporary visas …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …
Why they still working and earning money, The government and private sector must stop hiring these people instantly!
Why they still working and earning money, The government and private sector must stop hiring these people instantly!
Identity Attack0.0073625734
Insult0.025800243
Profanity0.0113215
Threat0.008686432
Severe Toxicity0.0017356873
Low Tox 0.063423134 Low Con 0.241
Jan 15, 2026 11 likes 2.9 million Canadian temporary visas …
If an area is unsafe it's not an Indian problem. It's a policing problem. Governance problem.
If an area is unsafe it's not an Indian problem. It's a policing problem. Governance problem.
Identity Attack0.049761772
Insult0.019870255
Profanity0.014634945
Threat0.006861079
Severe Toxicity0.0013923645
Low Tox 0.063423134 Moderate Con 0.333 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Its not the immigration. It's Liberal government allowing people to be divided. It's shows everyone
Its not the immigration. It's Liberal government allowing people to be divided. It's shows everyone
Identity Attack0.029144434
Insult0.018774498
Profanity0.013712646
Threat0.0074436385
Severe Toxicity0.0015830994
Low Tox 0.063027434 Moderate Con 0.334 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Get used to it Carney and Trudeau's plans are going as planned. The government knows they have more to benefit by overwhelming us with immigrants it also helps drive down wages.
Get used to it Carney and Trudeau's plans are going as planned. The government knows they have more to benefit by overwhelming us with immigrants it also helps drive down wages.
Identity Attack0.037136484
Insult0.021546122
Profanity0.010330882
Threat0.006925808
Severe Toxicity0.0014591217
Low Tox 0.06263174 Moderate Con 0.417 Economic_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
5:45 I LOVE this guy! Or more of him in the government ‼️‼️‼️‼️‼️
5:45 I LOVE this guy! Or more of him in the government ‼️‼️‼️‼️‼️
Identity Attack0.012541492
Insult0.017743196
Profanity0.025770858
Threat0.01101667
Severe Toxicity0.0045204163
Low Tox 0.06263174 Moderate Con 0.348 Meta_Commentary
Mar 2, 2026 Inside Canada's Indian Invasion...
This is an immigration and refugee lawyer who owns a law firm and actively represents refugees/asylum seekers and immigrants from other countries who want not wish to become fully Canadian citizens My very important question …
This is an immigration and refugee lawyer who owns a law firm and actively represents refugees/asylum seekers and immigrants from other countries who want not wish to become fully Canadian citizens My very important question to her As the principle Is how are you paid for your legal services and representation Lawyers always tell me they can be referred to by Law society of Canada For a 30 minute free legal consultation But once that is paid out by that association that is where lawyers and para legal professionals pay dues to join Then it’s up to those professionals to charge Hourly fee flat rate And All additional charges associated with the file/case law once opened and documents signed So how much does it cost to 1. Refugees claims 2. Asylum seekers claims 3. Immigration claims 4. Detainee claims 5. Deportation claims in the form of Appeals How many can they have Who pays these professionals? When media such as CBC Also government employees who are paid by the federal government Do not ask these questions Which are again Paid to NGOs By us poor taxpayers!!!!! Towards these professionals who represent economic migration and only cost us Canadians more money
Identity Attack0.031206898
Insult0.025026767
Profanity0.012892825
Threat0.0064144502
Severe Toxicity0.0018501282
Low Tox 0.061444655 Constructive 0.776
Dec 25, 2025 1 likes Deportations From Canada at Their …
For the first group of 25000 Syrian refugees, many had very large families. As mentioned in the video, $50,000 depending on the number in the family, probably 8 or more, mostly children under the age …
For the first group of 25000 Syrian refugees, many had very large families. As mentioned in the video, $50,000 depending on the number in the family, probably 8 or more, mostly children under the age of 17? Now add on the child care benefit. For each child under the age of 6 the family gets $6400 & those over the age of 6 to 17 they get $5400. So if you had 8 kids, 4 under the age of 6 equal to $25,600 & 4 over equal $21,600 & it's all tax free. Now add on subsidized housing, free health care, the one time setup housing money & the Government covered their transportation cost to Canada. Total $97,200, most of it tax free. Canadian Immigration Consultant considers this kind of family just above the poverty line. Remember this is just a scenario, but it does show the added benefit of our wonderful child care benefit for families.
Identity Attack0.025203101
Insult0.022448512
Profanity0.01627459
Threat0.0072106146
Severe Toxicity0.0022029877
Low Tox 0.061444655 Constructive 0.788
Apr 10, 2018 2 likes How much do refugees and …
In this video, people make statements about government programs that are not true, but the filmmakers do not investigate the veracity of these statements. Because I knew that some of the statements are false, I …
In this video, people make statements about government programs that are not true, but the filmmakers do not investigate the veracity of these statements. Because I knew that some of the statements are false, I started to question the truth behind everything that was said. Eventually I stopped watching, because this isn’t a documentary, it’s just people filming other people while they share their personal opinions.
Identity Attack0.008620501
Insult0.020643732
Profanity0.024131214
Threat0.008401625
Severe Toxicity0.0018882751
Low Tox 0.061444655 Moderate Con 0.488 Meta_Commentary
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Its true about the government supporting them for the rest of there life, the man upstairs (indian) has five people on his check, he also receives extra for a pregnancy. When I seen the statement …
Its true about the government supporting them for the rest of there life, the man upstairs (indian) has five people on his check, he also receives extra for a pregnancy. When I seen the statement I was like that should tell the government alot! He also receive double of me for gst 🤦‍♀️
Identity Attack0.037136484
Insult0.020192537
Profanity0.017367685
Threat0.006543908
Severe Toxicity0.0017547607
Low Tox 0.059974585 Constructive 0.748 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Yes, Canada’s asylum system is currently facing intense scrutiny due to record-high claim volumes and allegations of systemic fraud. THE SCALE OF THE PROBLEM Backlog Explosion: The inventory of pending asylum claims has surged significantly, …
Yes, Canada’s asylum system is currently facing intense scrutiny due to record-high claim volumes and allegations of systemic fraud. THE SCALE OF THE PROBLEM Backlog Explosion: The inventory of pending asylum claims has surged significantly, reaching approximately 300,000 active cases as of late 2025. Rising Claim Volumes: Annual claims reached a record 190,000 in 2024, though they decreased by about a third in early 2025 following new policy measures. Removal Gap: Criticisms have been raised regarding the low rate of deportations; reports indicate that 86% of rejected claimants remain in Canada. SOURCES OF "BOGUS" CLAIMS International Student Surge: There has been an "alarming trend" of international students claiming asylum to remain in the country after their study permits expire or in response to new caps on student visas. Fraud Networks: Investigations have highlighted vulnerabilities where unauthorized agents and transnational fraud networks counsel migrants to submit fabricated narratives or forged documents. "Rubber-Stamping" Allegations: A recent report by the C.D. Howe Institute warned that a paper-based "fast-track" system for certain high-risk countries may be bypassing essential security screenings and in-person questioning. ECONOMIC AND SOCIAL IMPACT Healthcare Costs: The Interim Federal Health Program (IFHP), which provides medical benefits to claimants, saw its budget jump from roughly $66 million to over $1 billion annually. Policy Shift: To reduce incentives for non-genuine claims, the government is introducing a co-pay system for supplementary health services (like dental and vision) starting May 1, 2026. CONSEQUENCES OF FRAUD For individuals, filing a "bogus" or misrepresented claim carries severe penalties: A five-year ban from entering or remaining in Canada. Permanent record of fraud with Immigration, Refugees and Citizenship Canada (IRCC). Loss of current temporary or permanent resident status
Identity Attack0.011099357
Insult0.02425329
Profanity0.015181494
Threat0.008181547
Severe Toxicity0.0019359589
Low Tox 0.059974585 Constructive 0.668 Policy_Critique
Feb 25, 2026 'We do know that there's …
Brampton city government is not doing enough to integrate Indians into Canadian society. And by that I simply mean building closer relationships with the locals. More community events like festivals need to be held. Not …
Brampton city government is not doing enough to integrate Indians into Canadian society. And by that I simply mean building closer relationships with the locals. More community events like festivals need to be held. Not purely Indian festivals, but mixed culture festivals. That would build more understanding and friendlier relations. The earlier generations of Indian immigrants in this video look like they have integrated well identifying as both Indian and Canadian. That's the ideal, I feel.
Identity Attack0.05976611
Insult0.017743196
Profanity0.012551232
Threat0.006427396
Severe Toxicity0.001745224
Low Tox 0.059974585 Constructive 0.769
Oct 3, 2025 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.