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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: "They only hire their own" 338 comments · Page 12 of 14
Investigate India and the embassy. If, in Hardeep Singh Nijjar’s case, the Canadian government is willing to withhold “sensitive” information from the trial, then it is not being transparent, and this will lead to misinformation …
Investigate India and the embassy. If, in Hardeep Singh Nijjar’s case, the Canadian government is willing to withhold “sensitive” information from the trial, then it is not being transparent, and this will lead to misinformation and injustice. Sikhs know for a fact that the Indian government is fully involved, as the RCMP found in their investigation on transnational repression and extortion cases. But the biggest piece of evidence is just south of the border with Nikhil Gupta’s case. Mr. Gupta pleaded guilty to trying to hire a US undercover cop to assassinate Gurpatwant Singh Pannu, who is a human rights activist and lawyer who is spearheading the Khalistan movement. He showed the undercover cop photos of Hardeep Singh Nijjar’s body and said we just finished this job, and when you complete your job, we have a long list of others we need dead. Nikhil Gupta had placed a call with Indian RAW agents, who are named as C1 and C2, who said they will pay $100,000 for each hit. We have Sikh activists who have repeatedly told the media they have been hit on their heads, including Jagmeet Singh, the former leader of the NDP. If Canada refuses to take this seriously, the government officials are being traitors to their own country. Canada is now doing a disservice by withholding information from Canadians, and did so before, during the inquiry into the Air India incident, when the government asked the courts not to include it in their investigation of any Indian involvement. A Canadian- Norwegian spy who said India tried to hire him to place explosives in one of the planes. He warned our government, and they knew about this and still covered it up! Now, the government is doing the same to secure business deals with India. Like India has nothing to offer Canada except labour (with their billion population), and we Canadians cannot find jobs and don't need unskilled workers from India when we can educate our citizens and give them jobs here. There must be a full, transparent investigation into India and its embassy and agents.
Identity Attack0.06795148
Insult0.038566336
Profanity0.016616182
Threat0.010343489
Severe Toxicity0.0028038025
Low Tox 0.11067997 Constructive 0.743 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
The real problem is not just people, it’s the Canadian immigration system and the loopholes IRCC has left wide open. In Punjab and other parts of India, wealthy families are arranging marriages where a girl …
The real problem is not just people, it’s the Canadian immigration system and the loopholes IRCC has left wide open. In Punjab and other parts of India, wealthy families are arranging marriages where a girl with IELTS comes to Canada, then calls her husband here. Many of these are nothing more than contract marriages, where once the boy arrives, they go their separate ways. This is blatant abuse of the system and has created a wave of people entering Canada without even basic English skills. IRCC needs to wake up and fix this. Students on study or work visas must not be allowed to bring their spouses. If someone wants to come, let them take an English test themselves and prove they’re qualified. Study permits should only be issued for genuine university students, not random private colleges being used as back doors into the country. On top of that, no work permits should be given while on a study visa. Employers who hire students illegally on cash as cheap labour should face strict penalties, heavy fines, and blacklisting. Until these loopholes are closed, Canada’s immigration system will continue to be exploited and lose credibility. IRCC, this is not immigration — this is fraud facilitated by weak laws.
Identity Attack0.05089863
Insult0.045007613
Profanity0.015147334
Threat0.0071070488
Severe Toxicity0.0025558472
Low Tox 0.1104733 Constructive 0.664 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
The temporary foreign worker program is what's wrong with Canada.. it incentivizes businesses to hire foreigners over citizens.. the government literally pays for over 50% of their wages... Tim Hortons abuses it the most
The temporary foreign worker program is what's wrong with Canada.. it incentivizes businesses to hire foreigners over citizens.. the government literally pays for over 50% of their wages... Tim Hortons abuses it the most
Identity Attack0.044870727
Insult0.0350029
Profanity0.013507691
Threat0.0074565844
Severe Toxicity0.001745224
Low Tox 0.10913446 Moderate Con 0.482 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada presents itself as a multicultural society, but the reality for many immigrants—especially South Asians—is different. Brampton and other cities have seen large Indian and Pakistani immigration waves due to Canada’s labor and education opportunities. …
Canada presents itself as a multicultural society, but the reality for many immigrants—especially South Asians—is different. Brampton and other cities have seen large Indian and Pakistani immigration waves due to Canada’s labor and education opportunities. But despite being invited under official immigration programs, these communities face systemic racism and unequal treatment. 📊 Employment Discrimination: • A 2021 Statistics Canada report found that racialized Canadians earned 20% less on average than their white counterparts, even when education and experience were controlled. • South Asian immigrants specifically face higher rates of credential discounting, where their foreign education and experience are undervalued. 📊 Hiring Bias: • A University of Toronto study revealed that applicants with “ethnic” names were 40% less likely to receive a callback compared to those with Anglo-sounding names, even with identical résumés. • Another survey showed that unemployment rates for racialized Canadians are consistently 1.5–2x higher than for white Canadians. 📊 Perceptions vs. Reality: • While white Europeans continue to integrate without much resistance, South Asians are often stereotyped as “taking over” neighborhoods. • Immigrants from India and Pakistan have one of the highest workforce participation rates in Canada, working in everything from Uber and trucking to tech and medicine—contributing directly to the economy. Meanwhile, many first-generation South Asian immigrants don’t qualify for the refugee-style supports that others receive. Instead, they work long hours, often in precarious jobs, just to cover bills. The frustration often mistaken as an “attitude problem” comes from facing daily systemic barriers—being seen as “less than” despite contributing equally, if not more, to society. The underlying issue is that the old colonial mindset persists: brown immigrants are not granted the same social standing as white Canadians. Equality on paper is not equality in practice.
Identity Attack0.10221587
Insult0.030816011
Profanity0.01982715
Threat0.008103873
Severe Toxicity0.0030708313
Low Tox 0.10870059 Constructive 0.699 Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
i don't have a problem with them here its the fact theres some not hiring people on jobs cuz we aint the same color there is no reason to absolutely do that even if u …
i don't have a problem with them here its the fact theres some not hiring people on jobs cuz we aint the same color there is no reason to absolutely do that even if u speak different languages thats why translators exist some make the job marketing just to hard
Identity Attack0.062039822
Insult0.02425329
Profanity0.03915693
Threat0.007909686
Severe Toxicity0.0035095215
Low Tox 0.10653123 Constructive 0.662 Policy_Critique
Feb 8, 2026 Inside Canada's Indian Invasion...
Hire more people to get the job done faster.This would be money well spent.Instead of giving the money to immagrants,or helping them with any kind of money.
Hire more people to get the job done faster.This would be money well spent.Instead of giving the money to immagrants,or helping them with any kind of money.
Identity Attack0.068465814
Insult0.024511116
Profanity0.011970525
Threat0.0065697995
Severe Toxicity0.0018310547
Low Tox 0.104795754 Moderate Con 0.333
Dec 28, 2025 Deportations From Canada at Their …
Liberals are using immigration to build up voters hence why the give these people better living conditions than Canadians, give businesses incentives to hire them over Canadian born and even give them better and faster …
Liberals are using immigration to build up voters hence why the give these people better living conditions than Canadians, give businesses incentives to hire them over Canadian born and even give them better and faster healthcare while the tax payer dies waiting to get life threatening surgeries.
Identity Attack0.04048799
Insult0.02657372
Profanity0.012038844
Threat0.011586283
Severe Toxicity0.0025367737
Low Tox 0.1013248 Moderate Con 0.426 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Cut off all their uses of resources in the country and them from jobs ban them from housing ban them from resources make it illegal for everything that they do and make any jobs. They …
Cut off all their uses of resources in the country and them from jobs ban them from housing ban them from resources make it illegal for everything that they do and make any jobs. They seek illegal to hire them and make the owners of the business responsible.
Identity Attack0.018269362
Insult0.026831545
Profanity0.012585391
Threat0.013424582
Severe Toxicity0.0026893616
Low Tox 0.09915545 Low Con 0.283
Sep 29, 2025 IRCC Names India in Study …
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. …
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. They're using the shop to get their mates into the country by giving them jobs until they can claim residency. Been about 5 new guys come and go. Before them the shop gave me and others from my small town an income and we were all great friends. It's a shame.
Identity Attack0.015254694
Insult0.039444692
Profanity0.013610168
Threat0.0061425893
Severe Toxicity0.0012969971
Low Tox 0.09828771 Constructive 0.76 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I see you still haven't hired any real journalists
I see you still haven't hired any real journalists
Identity Attack0.0039402717
Insult0.032468732
Profanity0.014122557
Threat0.0066215824
Severe Toxicity0.001115799
Low Tox 0.09394901 Low Con 0.22 Meta_Commentary
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Ong yes finally THANK YOU!!! Im very very accepting of everyone, we all bleed the same color but I just had to leave my job because new owners took over. Hired 4 new Canadians and …
Ong yes finally THANK YOU!!! Im very very accepting of everyone, we all bleed the same color but I just had to leave my job because new owners took over. Hired 4 new Canadians and they wouldn't believe me when I was showing pictures of how I was treated.. I'm 27 with a 9 yr old still living with my parent because I can't afford to find a place when I can't find a full time job. AND IV APPLIED AT MCDONALD'S, ALL RETAIL/FOOD. The government won't help my disabled dad even tho he's disabled from working for 35+ years
Identity Attack0.034816213
Insult0.032248367
Profanity0.017777596
Threat0.0072106146
Severe Toxicity0.0029754639
Low Tox 0.09351514 Constructive 0.806
Aug 27, 2025 Why Canadians Are Turning Against …
If you have labour shortage, please hire real Canadian.
If you have labour shortage, please hire real Canadian.
Identity Attack0.04332388
Insult0.026960457
Profanity0.011526455
Threat0.007417747
Severe Toxicity0.001964569
Low Tox 0.09351514 Low Con 0.229 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Also sue the busineses that wont hire you that have immigrants working full time or part time canadians get jobs first
Also sue the busineses that wont hire you that have immigrants working full time or part time canadians get jobs first
Identity Attack0.07177465
Insult0.022577424
Profanity0.011253181
Threat0.006809296
Severe Toxicity0.0019359589
Low Tox 0.0926474 Moderate Con 0.381 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Yes, they are entitled to wage subsidy yet my grandson can't find a summer job anywhere! They are also entitled to nice business incentives then only hire their own. When looking for accommodations I see …
Yes, they are entitled to wage subsidy yet my grandson can't find a summer job anywhere! They are also entitled to nice business incentives then only hire their own. When looking for accommodations I see " Preference given to Indian only " applications.
Identity Attack0.06658725
Insult0.02173949
Profanity0.013985921
Threat0.006149062
Severe Toxicity0.0019168854
Low Tox 0.09112182 Constructive 0.799
Aug 24, 2025 162 likes Why Canadians Are Turning Against …
Just hire them all to form ICE!
Just hire them all to form ICE!
Identity Attack0.009545447
Insult0.020837102
Profanity0.013644327
Threat0.044278983
Severe Toxicity0.004425049
Low Tox 0.08637348 Low Con 0.142 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Just blame the companies who hiring them
Just blame the companies who hiring them
Identity Attack0.011173353
Insult0.021352753
Profanity0.016752819
Threat0.010757755
Severe Toxicity0.0019264221
Low Tox 0.085582085 Low Con 0.183 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
As of January 27th, 2026 Europe has opens its ‘first gateway office’ to fast-track hiring in India. Let that sink in.
As of January 27th, 2026 Europe has opens its ‘first gateway office’ to fast-track hiring in India. Let that sink in.
Identity Attack0.018872296
Insult0.021159383
Profanity0.016035475
Threat0.022681303
Severe Toxicity0.0020980835
Low Tox 0.081625134 Low Con 0.152 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Small town Newfoundland, have watched the workers in places like Tims and A&W being replaced with foreigners. They won't straight up fire you, just cut your hours until your forced to look elsewhere. The government …
Small town Newfoundland, have watched the workers in places like Tims and A&W being replaced with foreigners. They won't straight up fire you, just cut your hours until your forced to look elsewhere. The government has made it profitable for companies to not hire Canadians.
Identity Attack0.049761772
Insult0.020837102
Profanity0.0108774295
Threat0.01119791
Severe Toxicity0.0023174286
Low Tox 0.08083374 Constructive 0.657 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
Oh no now employers are going to be forced to hire lowly young and unemployed Canadian citizens who desperately need jobs instead. Oh the tragedy... 🙄
Oh no now employers are going to be forced to hire lowly young and unemployed Canadian citizens who desperately need jobs instead. Oh the tragedy... 🙄
Identity Attack0.02439919
Insult0.027605021
Profanity0.011150704
Threat0.0066668927
Severe Toxicity0.0015354156
Low Tox 0.07450261 Low Con 0.264
Nov 21, 2025 171 likes Quebec Ends Economic Immigration Program …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, Skip, Doordash, etc., BUT...they are not using their legal name to apply for that instead they are using another person's account to do that job, whose account is legal and had been in the job for so many years. The connection between those people is not relevant to any gang or organizations but they operate like one, the advantage is both parties earn money while in their eyes is "legal". This is normal settings in my country(3rd world country), you have several taxis and you need to hire drivers to operate, its up to you if you're gonna hire legit drivers or not, the only difference is that the undocumented driver is cheaper. And how do I know these things, I work in a fastfood chain in Waterloo, you need to identify which order the driver will pickup and the delivery driver need to verify the order by the order number through the app but sometimes you can see the Account's photo is different from the delivery driver, so yeah, that's the gist of it. I have no idea why modern countries like Canada and America are so "dumb" or lack of critical thinking when it comes to crimes like this, but I guess people and politicians are the same all over the world. And now, they are bringing more people without checking their background, if there's any criminal record or such, oh yeah, speaking of that, how do you verify those records from another country if those records can be produced with 3rd party company in which an employee from a government institution is behind it to make it more look like it is legit.
Identity Attack0.025203101
Insult0.028392024
Profanity0.016889455
Threat0.0076119336
Severe Toxicity0.0020217896
Low Tox 0.07054565 Constructive 0.755
Sep 29, 2025 IRCC Names India in Study …
I found them, they're working at every fast food place in Canada, subsidized by taxpayer dollars, because the liberals are trying to replace us. DON'T GO TO BUSINESSES THAT HIRE YOUR REPLACEMENT!!!!
I found them, they're working at every fast food place in Canada, subsidized by taxpayer dollars, because the liberals are trying to replace us. DON'T GO TO BUSINESSES THAT HIRE YOUR REPLACEMENT!!!!
Identity Attack0.014149316
Insult0.027218282
Profanity0.012277958
Threat0.0067057298
Severe Toxicity0.0018405914
Low Tox 0.069754265 Moderate Con 0.454
Sep 30, 2025 IRCC Names India in Study …
Well I can’t hire Mike and Matt because I have to hire Manjeet and Manpreet first from India.
Well I can’t hire Mike and Matt because I have to hire Manjeet and Manpreet first from India.
Identity Attack0.04693319
Insult0.020901557
Profanity0.014976538
Threat0.0078449575
Severe Toxicity0.0020503998
Low Tox 0.067380086 Moderate Con 0.361 Unverified_Claim
Oct 26, 2025 IRCC Names India in Study …
used to work full time earning $18 /hr. but employer hire new graduate @15 per hour wl 00 experirnce. firing worker earning above $15
used to work full time earning $18 /hr. but employer hire new graduate @15 per hour wl 00 experirnce. firing worker earning above $15
Identity Attack0.00414376
Insult0.016632931
Profanity0.017026093
Threat0.027343199
Severe Toxicity0.002298355
Low Tox 0.0665887 Moderate Con 0.473
Jan 12, 2026 6 likes Canada’s new rules in 2026
Missing??? You want to find them?? Go to check all the companies that have subsidy programs to hire students and immigrants….
Missing??? You want to find them?? Go to check all the companies that have subsidy programs to hire students and immigrants….
Identity Attack0.035331827
Insult0.018516673
Profanity0.010723713
Threat0.006647474
Severe Toxicity0.0013637543
Low Tox 0.0665887 Low Con 0.213
Sep 27, 2025 92 likes IRCC Names India in Study …

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.