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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: "Their only job will be …" 1,176 comments · Page 33 of 48
Canadians are without jobs. This lawyer’s income depends on immigration.
Canadians are without jobs. This lawyer’s income depends on immigration.
Identity Attack0.06929302
Insult0.029273475
Profanity0.010569996
Threat0.0058577824
Severe Toxicity0.0018882751
Low Tox 0.10870059 Moderate Con 0.377 Economic_Argument
Jan 19, 2026 263 likes Why Canada’s immigration system has …
To be honest the problem with Canada is that they are not having strict immigration checks like the USA which has in turn resulted in non-qualified people coming from India to name sake colleges over …
To be honest the problem with Canada is that they are not having strict immigration checks like the USA which has in turn resulted in non-qualified people coming from India to name sake colleges over there . A lot of people just used to drive trucks or do odd jobs over here in India . I really think Canada's welcoming nature has been misused in the wrong way.
Identity Attack0.07921951
Insult0.033570543
Profanity0.011970525
Threat0.0061296434
Severe Toxicity0.0019550323
Low Tox 0.10870059 Constructive 0.67 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
oh boy, i already smell mark carney skipping parliament for the rest of the week because of this. great job tyler!
oh boy, i already smell mark carney skipping parliament for the rest of the week because of this. great job tyler!
Identity Attack0.0034592997
Insult0.053791173
Profanity0.01620627
Threat0.0071847234
Severe Toxicity0.0017356873
Low Tox 0.10826672 Moderate Con 0.312 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
At 3:13 We no this guy doesn't pay any taxes and abuses the system so why is he complaining about others doing it. $100 says he doesn't have a job and is homeless.
At 3:13 We no this guy doesn't pay any taxes and abuses the system so why is he complaining about others doing it. $100 says he doesn't have a job and is homeless.
Identity Attack0.0047727237
Insult0.05086332
Profanity0.013712646
Threat0.006602164
Severe Toxicity0.001783371
Low Tox 0.10826672 Moderate Con 0.44
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You guys did a good job finding and questioning other immigrants that assimilated long ago
You guys did a good job finding and questioning other immigrants that assimilated long ago
Identity Attack0.08831879
Insult0.027218282
Profanity0.018529098
Threat0.0071070488
Severe Toxicity0.002374649
Low Tox 0.10826672 Moderate Con 0.437 Solidarity
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Considering the shortage of jobs in Canada, if immigration Canada didn't deport them then the Canadian people themselves would take up arms and deport those immigrants themselves. This is what happens when the Canadian government …
Considering the shortage of jobs in Canada, if immigration Canada didn't deport them then the Canadian people themselves would take up arms and deport those immigrants themselves. This is what happens when the Canadian government creates a shortage of jobs by rejecting half the engineering and business students to Canada's business and engineering programs at Canada's universities and colleges. If the Canadian government doubled or tripled the number of business and engineering students it accepts into Canada's business and engineering programs at Canada's universities and colleges then there wouldn't be such a desperate shortage of jobs and we could accept more immigrants. If there is no job nor housing for immigrants, they shouldn't come here.
Identity Attack0.057037655
Insult0.031256735
Profanity0.013985921
Threat0.012181788
Severe Toxicity0.0031661987
Low Tox 0.10783285 Moderate Con 0.471
Dec 30, 2025 1 likes Deportations From Canada at Their …
The video also doesn't really do a good job of concluding. Props to the religious orgs who hand out food and have food banks. Good to care for others and look to take care of …
The video also doesn't really do a good job of concluding. Props to the religious orgs who hand out food and have food banks. Good to care for others and look to take care of others who are poor in the area. That's good religious orgs. A community that cares. Obviously more immigrants from the area is a good thing for relations between India - Canada and other SEA countries. Also, Brampton has been able to generate lots of revenue and wealth. Lots of successful business. Good for Canadian culture as well given we are a multicultural country. Personally, I didn't learn much about India going through school but I am sure there are lots of interesting connections between India and Canada. 😄
Identity Attack0.043581683
Insult0.034341812
Profanity0.028776871
Threat0.009540852
Severe Toxicity0.002861023
Low Tox 0.10739898 Constructive 0.843
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. Many of my friends and family friends have moved to other neighborhoods POST mosques being put up near their homes. And let's not talk about employment and foreign "students". I was lucky to get a job last summer at a family owned small business Ice Cream store right after high school. We even got a review saying we weren't diverse enough despite us being a group of White, East Asian and Black employees lol. And many people say if your not Indian and your getting your drivers test, you go out of Brampton to do the test because you'll likely get discriminated by who is running the test. It's absolutely absurd. It sounds like tin foil hat sh*t, but if you live here like me everything comes full circle. But ofc there are good ones, but they are typically the westernized ones, who have assimilated, they play or watch hockey and have developed a Canadian accent. But the majority haven't assimilated, they are likely first generation, and they do things like stuff 15+ people in one suburban home. And just small things like staring at you in public (idk why their community stares you down), they spit on sidewalks, and they use some crazy a$$ spices when they cook. The smell carries over for blocks and you know your in deep Brampton territory when your driving and that smell of spicy curry hits you and you gotta roll up them windows lol. It's a nasty smell. This mass migration is a huge issue and needs awareness.
Identity Attack0.06476828
Insult0.033460364
Profanity0.03690237
Threat0.008077981
Severe Toxicity0.0038528442
Low Tox 0.10696511 Constructive 0.818 Personal_Narrative
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
On point! He should be back as Minister of IRCC. He understands that people are gaming the system. Canada’s immigration system is being exploited by many international students, temporary workers, illegal immigrants, and even tourist …
On point! He should be back as Minister of IRCC. He understands that people are gaming the system. Canada’s immigration system is being exploited by many international students, temporary workers, illegal immigrants, and even tourist visa holders. IRCC is now granting repeated extensions on tourist visas. Why are they allowing these extensions? What are these individuals expected to do in Canada for years? Many tourist visa holders have been in Canada for several years — not necessarily because they refuse to leave, but because IRCC keeps extending their status. Some of these individuals end up working illegally, taking jobs from Canadian youth and citizens, and adding pressure to the housing market. The increasing numbers of asylum claimants, international students, temporary work permit holders, tourist visa holders, and undocumented individuals are placing strain on Canada and its citizens. IRCC needs to strictly follow the law and enforce regulations. If not, Canada’s immigration system will continue to be exploited, and abusive individuals or even criminals could find it easier to enter the country.
Identity Attack0.036105253
Insult0.043250903
Profanity0.014327513
Threat0.007340072
Severe Toxicity0.0023555756
Low Tox 0.10696511 Constructive 0.818 Policy_Critique
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find myself cringing at the videos of people violating public norms of decency, and the job market is really bad now for services as companies are employing a lot of migrants for a cheaper price. Immigration control, regulation of companies so they cant go below a %age of Canadian citizen/residents along with effective government stimuli to boost the economy by targetting certain industries will tackle a lot of the problems. As for people discarding garbage anywhere and other unwanted behavior - name and shame. These videos are also going public at least in India as a source of great shame and the more eyes on it, the less people will repeat things of this nature.
Identity Attack0.06340405
Insult0.034451995
Profanity0.019007329
Threat0.007521313
Severe Toxicity0.0027656555
Low Tox 0.10696511 Constructive 0.865
Aug 26, 2025 Why Canadians Are Turning Against …
Job fair are filled with foreigners. 1/4 of the booth are organizations that help immigrants getting jobs.
Job fair are filled with foreigners. 1/4 of the booth are organizations that help immigrants getting jobs.
Identity Attack0.10221587
Insult0.025155678
Profanity0.015728042
Threat0.006433869
Severe Toxicity0.0021839142
Low Tox 0.10653123 Moderate Con 0.395
Jun 19, 2025 2 likes How Canada broke its immigration …
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to …
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to save money for school since I can't afford it on my own. So if it's hard to get a job now why keep bringing people here. Obviously we would have enough jobs since there are so many people looking for jobs...sorry it's all boggling my mind.
Identity Attack0.030175667
Insult0.039444692
Profanity0.015557245
Threat0.0063367756
Severe Toxicity0.0018119812
Low Tox 0.10653123 Constructive 0.813 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
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...
Don't worry every one working in cash and taking job from Canadian people
Don't worry every one working in cash and taking job from Canadian people
Identity Attack0.07921951
Insult0.02567133
Profanity0.012004685
Threat0.006246155
Severe Toxicity0.0019550323
Low Tox 0.10653123 Moderate Con 0.372 Unverified_Claim
Oct 2, 2025 1 likes IRCC Names India in Study …
Better housing, services, jobs for the ones stablished legally. Stop opening doors to scammers who take the best part of the slice
Better housing, services, jobs for the ones stablished legally. Stop opening doors to scammers who take the best part of the slice
Identity Attack0.002543031
Insult0.07152185
Profanity0.00025870523
Threat0.0003363767
Severe Toxicity0.0000038219473
Low Tox 0.10651232
Apr 20, 2025 4 likes
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students …
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students alone contribute over $22 billion annually to the economy, effectively subsidizing the entire Canadian higher education system. In the healthcare sector, immigrants make up nearly 37% of physicians and 43% of pharmacists, with a massive percentage coming from the Indian diaspora. They are the ones keeping the clinics and pharmacies open for everyone. ​The impact stretches into every part of daily life, as over 56% of transport companies and 53% of restaurants are immigrant-run. Without them, grocery shelves would be empty and the supply chain would collapse. Furthermore, nearly half of the tech and software design sector is powered by the immigrant community. Beyond labor, some of the wealthiest people and biggest job creators in Canada are of Indian origin, such as David Cheriton and Prem Watsa, who have invested billions into the country. The Indian community isn't just visiting Canada; they are building, funding, and healing it every single day.
Identity Attack0.07921951
Insult0.03136692
Profanity0.016411226
Threat0.0067834044
Severe Toxicity0.0025367737
Low Tox 0.10609736 Constructive 0.704 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Immigration has skyrocketed the cost of living. Our young canadians cant find jobs because lots of illegal and temporary immigrants work laws have changed and allow them to work.
Immigration has skyrocketed the cost of living. Our young canadians cant find jobs because lots of illegal and temporary immigrants work laws have changed and allow them to work.
Identity Attack0.06658725
Insult0.028171662
Profanity0.011492296
Threat0.006194372
Severe Toxicity0.0019931793
Low Tox 0.10522962 Constructive 0.513
Aug 25, 2025 Why Canadians Are Turning Against …
Canadians need to be trained. Where are the jobs for Canadians. There are no real higher paying jobs available now
Canadians need to be trained. Where are the jobs for Canadians. There are no real higher paying jobs available now
Identity Attack0.0775651
Insult0.026831545
Profanity0.0113385795
Threat0.006770459
Severe Toxicity0.0022125244
Low Tox 0.10522962 Low Con 0.223 Economic_Argument
Jan 20, 2026 Why Canada’s immigration system has …
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs …
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs of Canadian taxpayers. Time to close the borders for at least 5yrs.
Identity Attack0.062039822
Insult0.027730936
Profanity0.011133623
Threat0.008272167
Severe Toxicity0.0025749207
Low Tox 0.104795754 Moderate Con 0.393 Policy_Critique
Sep 27, 2025 2 likes Why Canadians Are Turning Against …
9:57 Less job opportunities yes and also political instability with India heading towards dictatorial rule. Also, infrastructure is not that great, especially the roads.
9:57 Less job opportunities yes and also political instability with India heading towards dictatorial rule. Also, infrastructure is not that great, especially the roads.
Identity Attack0.053399716
Insult0.030375287
Profanity0.015181494
Threat0.008582866
Severe Toxicity0.0024223328
Low Tox 0.104795754 Moderate Con 0.388 Personal_Narrative
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that came into the country during the time of Trudeau and Carney. This will lower cost of housing, right now it takes 5 people on minimum wage to afford a 1 bedroom apartment and we wonder why we have so many people living on the streets. This will open jobs lower prices on food and allow the future generation to afford a a home.
Identity Attack0.048480038
Insult0.033460364
Profanity0.013439372
Threat0.008582866
Severe Toxicity0.0030136108
Low Tox 0.104795754 Constructive 0.681
Sep 29, 2025 IRCC Names India in Study …
There is no labor shortage.. I moved to Montreal from Toronto as a Canadian, can't find a job. There is strange favoritism for temporary immigrants that can't speak English nor French
There is no labor shortage.. I moved to Montreal from Toronto as a Canadian, can't find a job. There is strange favoritism for temporary immigrants that can't speak English nor French
Identity Attack0.07673789
Insult0.030154925
Profanity0.011219022
Threat0.0060778605
Severe Toxicity0.0016307831
Low Tox 0.104795754 Constructive 0.609 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
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 …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. That dodge makes me question her judgment. It feels like she’s leaning into fear‑mongering language that easily panics people who aren’t paying attention to nuance — which, sadly, describes most of this comment section. Also, did you see the reply to the Filipino student who voiced frustration? “You guys make up some of the most cleanest restaurants I’ve ever been to.” That kind of response speaks to a lack of respect for international students. To many in the Canadian workforce, international students and migrants are treated as disposable labor — steered toward low‑ and middle‑income jobs. Yes, fraud should be dealt with, but it’s lazy and unfair to claim that all Indians or international students come here through fraud. If that logic ruled, we’d have to start deporting every non‑Indigenous person — which ignores the whole reality of colonization.
Identity Attack0.0052166977
Insult0.0573046
Profanity0.016035475
Threat0.0066798385
Severe Toxicity0.0014972687
Low Tox 0.104361884 Constructive 0.804 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
Those jobs were viable for years but Canadians didn't want them because their min wage and lousy hours and conditions. Theses people have a real work ethic and they want to succeed . The average …
Those jobs were viable for years but Canadians didn't want them because their min wage and lousy hours and conditions. Theses people have a real work ethic and they want to succeed . The average age in Canada is fifty seven. Who's going to pay for the Canada Pension when weir to old to work? Hope ya don't think the rich is going to help you with no pensions and medical.
Identity Attack0.024600167
Insult0.053791173
Profanity0.012687869
Threat0.0059322207
Severe Toxicity0.0014209747
Low Tox 0.103928015 Constructive 0.602
Aug 25, 2025 Why Canadians Are Turning Against …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.