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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 31 of 48
Indians Should Worry About the Future Generations… Because , a Generation left from India 🇮🇳 to look for the Greener Pastures but Ended up , where the New Generation after Being Born and Brought up …
Indians Should Worry About the Future Generations… Because , a Generation left from India 🇮🇳 to look for the Greener Pastures but Ended up , where the New Generation after Being Born and Brought up in Canada is Struggling to Find a Job in the System.. Even the Tim Hortons, McDonald Job is Given to Connections from Inside…. Very Difficult for People Who do not Speak … Punjabi or Gujarati Languages..
Identity Attack0.11163961
Insult0.03412145
Profanity0.01261955
Threat0.0064144502
Severe Toxicity0.0032043457
Low Tox 0.115658075 Constructive 0.519 Personal_Narrative
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Their only job will be to fight the future civil war, which quicky will run along ethnic lines. It is simply cheaper than a conventional war. Also, the outcome is more predictable. Unfortunately, Canadians have …
Their only job will be to fight the future civil war, which quicky will run along ethnic lines. It is simply cheaper than a conventional war. Also, the outcome is more predictable. Unfortunately, Canadians have no sense of self-preservation.
Identity Attack0.10221587
Insult0.034672357
Profanity0.0117997285
Threat0.0103175985
Severe Toxicity0.0030136108
Low Tox 0.115658075 Low Con 0.182 Fear_Threat
Jun 17, 2025 How Canada broke its immigration …
A lot of migrants come to the US to work, in any kind of job,,,from cutting the grass to selling fruits and corn in the corners. VS .... a lot of Americans doesn’t want to …
A lot of migrants come to the US to work, in any kind of job,,,from cutting the grass to selling fruits and corn in the corners. VS .... a lot of Americans doesn’t want to work in anything ...I wonder why....???
Identity Attack0.10221587
Insult0.026702631
Profanity0.012414595
Threat0.0064468146
Severe Toxicity0.0024223328
Low Tox 0.11479026 Moderate Con 0.473
May 3, 2019 How much do refugees and …
This is coming from CBC, funded by the government. Of course they want people to love foreigners and refugees, they'll do all the minimum wage jobs nobody else wants because companies won't pay their employees …
This is coming from CBC, funded by the government. Of course they want people to love foreigners and refugees, they'll do all the minimum wage jobs nobody else wants because companies won't pay their employees a living wage. Plus the govt gets all that juicy tax revenue.
Identity Attack0.04023018
Insult0.057890166
Profanity0.020032106
Threat0.0062914654
Severe Toxicity0.0019836426
Low Tox 0.11479026 Moderate Con 0.422
Apr 18, 2023 1 likes How much do refugees and …
I'm an immigrant who came here when i was almost 2 yrs old with my single mother who worked 3 jobs to support me.We're here for 45 yrs.I'm a proud Canadian and agree 💯 with …
I'm an immigrant who came here when i was almost 2 yrs old with my single mother who worked 3 jobs to support me.We're here for 45 yrs.I'm a proud Canadian and agree 💯 with Canadians.Why do we have to accept others religions while they dont have to..How is saying Merry Christmas now a bad thing to say or God Bless..They should leave their religion and culture behind their door and be proud and appreciate Canada let them in ..We need them to adapt to our Culture or go back to their country
Identity Attack0.10221587
Insult0.028612386
Profanity0.01261955
Threat0.0067834044
Severe Toxicity0.0031661987
Low Tox 0.11429678 Constructive 0.837
Sep 9, 2025 2 likes Why Canadians Are Turning Against …
I have a sociology background and I'm from the Ottawa area in Canada. I'm legitimately surprised to actually had some people actually speaking so openly against the Indian invasion. Many Canadians could lose their jobs …
I have a sociology background and I'm from the Ottawa area in Canada. I'm legitimately surprised to actually had some people actually speaking so openly against the Indian invasion. Many Canadians could lose their jobs over having an opinion that goes against the current state of immigration. Canadians don't actually have the Freedom of Speech many Americans enjoy.
Identity Attack0.10221587
Insult0.030595649
Profanity0.01261955
Threat0.006925808
Severe Toxicity0.0024795532
Low Tox 0.11429678 Constructive 0.777 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that …
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that theres an "immigration" problem, the refusal to adapt and assimilate feels like a slap in the face especially when the same few will talk I'll of the same system they benefit from. HOWEVER I don't think it's good to lump all of these problems together and dump collective blame on immigrants. For 1, all this immigration and policies have happened under a liberal government and y'all voted then in, AGAIN. - clearly you're not THAT desperate for change. 2nd. Are the ones saying they can't find work willing to work in trades? General laborers making $25-$30+++ No experience required. Tradespeople are glad to teach people willing to work hard and learn.. What about warehouse work? Apply to your 5 closest warehouses, I guarantee youll get in 1.. ALSO the government IS willing to help Canadians get little certifications like forklift, smartserve, CPR.. Career colleges can help with training (e.g - computer) as well as soft skills. So yeah, I wonder if it's people being just as picky as they were when Canada wasn't in the economical shitter it is in rn? Maybe Im far luckier or fortunate than most? Maybe expectations are too high? Maybe some stubbornly refuse assistance they are entitled to? Im not sure, but I do sympathize/empathize with you guys, I hope you all can "get through". I pray we can find solutions to this insane cost of living / broken housing market / price gouging / tiny group of business owners having a complete market control and a monopoly on everything thing we need to survive - without competition, limitations or government regulation🫩. Stay strong Canada! 💙Don't let the hate consume you!❤️ 🇨🇦We will overcome🇨🇦
Identity Attack0.09410924
Insult0.04383647
Profanity0.04867618
Threat0.009799767
Severe Toxicity0.004501343
Low Tox 0.11429678 Constructive 0.869 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working …
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working in the nation I was raised and I am having some people have my job who aren't even fit for the job. It makes no sense to me. Our wages have stalled due to international students for a better life, but at the end I want money just like other Canadians who have been here for ages. Also we need to end why our government allows lucrative hiring contracts overseas for cheaper positions in certain degrees and diplomas. In addition, why are all of our call centers placed all over the world. From Africa, south east Asia, South Asia. Those jobs can be available here. We can have a decomcratic country if our country didn't care about just "growth" we didn't need more immigration. We needed systematic change in government, schools, common sense, I could go on. I think us as Canadians don't know how corrupt the world really is. Look at other countries and how they work. It's lucrative essentives to benefit only certain people. I would rather have our tax payer money be used to fix the system. My dad's been here since the 1980s and he is sad for everyone. This is a loss on both ends. We didn't create new universities, new highways to support the population, no hospitals, new schools. I remember when my class sizes were 18 to 20 kids. We need change, not radical because we were never that. Let's do what we do best and be Canadians for us first.
Identity Attack0.09410924
Insult0.04383647
Profanity0.019758832
Threat0.0074306927
Severe Toxicity0.0032806396
Low Tox 0.11419344 Constructive 0.85 Personal_Narrative
Oct 1, 2025 1 likes IRCC Names India in Study …
As a Ukrainian: we don’t have any refugee status. And we hardly worked since we got here. We almost got on streets because we couldn’t find jobs (miracle from Heaven that we found) If you’re …
As a Ukrainian: we don’t have any refugee status. And we hardly worked since we got here. We almost got on streets because we couldn’t find jobs (miracle from Heaven that we found) If you’re gonna protest: and I will be deported with all others- I don’t mind. You have total right for it. I wish I knew all this before we came…
Identity Attack0.073429056
Insult0.026058068
Profanity0.022354934
Threat0.01238892
Severe Toxicity0.0037574768
Low Tox 0.11398677 Constructive 0.689 Personal_Narrative
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
Identity Attack0.055673428
Insult0.045593183
Profanity0.015215653
Threat0.0066733654
Severe Toxicity0.0023651123
Low Tox 0.11388343 Constructive 0.668 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm at the point of panhandling here .. man.. why because i Lost my job and now I'm broke..
I'm at the point of panhandling here .. man.. why because i Lost my job and now I'm broke..
Identity Attack0.006955597
Insult0.024768941
Profanity0.06345607
Threat0.012233571
Severe Toxicity0.004558563
Low Tox 0.11378009 Constructive 0.529
Mar 31, 2021 1 likes How much do refugees and …
Majority number of these people are working under the table getting paid CASH.. at the same time they’re getting their welfare Checky and stealing the jobs that real Canadian citizens could have.. this is the …
Majority number of these people are working under the table getting paid CASH.. at the same time they’re getting their welfare Checky and stealing the jobs that real Canadian citizens could have.. this is the reason you see most of these people working at gas stations, factories, and fast food restaurants.. they’re sharing apartments with 15-20 people and THIS IS REAL BAD FOR REAL CANADIANS.
Identity Attack0.0440973
Insult0.056133457
Profanity0.012141321
Threat0.0070164283
Severe Toxicity0.0025367737
Low Tox 0.11367676 Moderate Con 0.471 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, …
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, but you can works as uber drivers or Tim Hortons workers. The reason is Canadian youths don’t want to work in those odd jobs. However, Canadian people complain about the immigrant odd workers. They think economy is bad because of those immigrants who paid thousands of dollars for education and have been working in odd jobs. This is stupidity. Canada government exploits immigrant students by making them spend thousands for education and can only provide odd jobs for most of the immigrant students who hold PGWP work visa. Then some almost-racist Canadian folks stand against immigrants who have actually been exploited.
Identity Attack0.08831879
Insult0.045593183
Profanity0.016889455
Threat0.007197669
Severe Toxicity0.0031089783
Low Tox 0.11357342 Constructive 0.589 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate …
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate people,Canada is place of educated people especially into government institutions which be police department,which be army department,which be intelligent department,parliament members should focus on merit base and democracy.
Identity Attack0.03636306
Insult0.0638991
Profanity0.011406898
Threat0.008155655
Severe Toxicity0.002708435
Low Tox 0.11316007 Moderate Con 0.383 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
Not against newcomers! I ve been in Quebec since 22 years now myself ; I am a Canadian citizen since 15 years now of course ; But it’s confusing… Why was Quebec still receiving more …
Not against newcomers! I ve been in Quebec since 22 years now myself ; I am a Canadian citizen since 15 years now of course ; But it’s confusing… Why was Quebec still receiving more immigrants in such program when even thousands of locals were and are struggling to find jobs? For the last 6 years I made a career in Private security ; I became an officer Liutenant at least I tried ; but now a days I don’t even have a job in security anymore ; too many immigrants applying for the same job / and frankly they do not care if the remuneration is only 21$ an hour / so officers can’t afford to work for less than 27$ ; because they have 6 years experience and more : it’s logical / however , comes an Arabic guy ; who quit the job he came here to do under the program , now he is looking for his first job out here in the real market ( does 80 hours training to get a BSP ) the guy had a college degree or university on something else ; and magically he becomes an officer with no experience for $24 dollars an hour And any security company accepts him 🤷‍♂️ Conclusion : true experienced security professionals officers who built their careers from the bottom all the way up Don’t have a job anymore Remember , officers aren’t unionized 🤷‍♂️
Identity Attack0.0775651
Insult0.04032305
Profanity0.016172111
Threat0.006861079
Severe Toxicity0.0030136108
Low Tox 0.112850055 Constructive 0.794
Dec 10, 2025 Quebec Ends Economic Immigration Program …
$50K in the first year? I should have applied as a refugee instead of skilled worker 😂, instead of spending $10k just in immigration paperwork + airfare and then another $20k just to support myself …
$50K in the first year? I should have applied as a refugee instead of skilled worker 😂, instead of spending $10k just in immigration paperwork + airfare and then another $20k just to support myself (with no welfare) in the first year that I couldn't find a job because I didn't have "Canadian experience". I'm not against refugees but I think 50k is too much, especially if they are getting free housing. There are a lot of things wrong with our immigration system, and I think patronizing immigrants (instead of empowering them) is the cause of most problems.
Identity Attack0.060675595
Insult0.04442204
Profanity0.02249157
Threat0.006861079
Severe Toxicity0.002937317
Low Tox 0.112643376 Constructive 0.769
Nov 22, 2018 8 likes How much do refugees and …
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all …
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all immigrants r bad, its govenment issue not people. Dont blame my people, they put application paid fee and also paid GIC of 20K plus college fee of 20k+. I know some people can be bad, thats where government should make law implementation better. Plus, no immigrant expected the job crisis tht exist, so whatever job to atleast save some amount rather than hitting the savings, we take. I have adapted the culture, I live my life peacefully without bothering anyone. If there's any religious activity, govt should contact groups and work out ways to celebrate festivals. I have culture from birth country in addition I added Canadian culture. The blend is good, and can be attained if govt make proper planning.
Identity Attack0.08004672
Insult0.03566399
Profanity0.024882717
Threat0.006874025
Severe Toxicity0.0029563904
Low Tox 0.112643376 Constructive 0.852 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Not only do Canadian citizens have to compete with job outsourcing and AI, we also have to deal with the absolute hordes of mass, unchecked migration
Not only do Canadian citizens have to compete with job outsourcing and AI, we also have to deal with the absolute hordes of mass, unchecked migration
Identity Attack0.06613251
Insult0.036325075
Profanity0.013029462
Threat0.0076766624
Severe Toxicity0.00289917
Low Tox 0.112540044 Low Con 0.298
Jan 27, 2026 Inside Canada's Indian Invasion...
"We need talent"? We have talent! Canada is full of talent going to waste. Our government would rather import foreigners and slide them into canadian universitys and jobs than support, educate and train Canadians. The …
"We need talent"? We have talent! Canada is full of talent going to waste. Our government would rather import foreigners and slide them into canadian universitys and jobs than support, educate and train Canadians. The old argument that canada just does not have the talent is starting to sound like "other countries have the talent" that Canadians don't measure up..... we need to elect people who think Canadians ARE the talent!
Identity Attack0.061130337
Insult0.042665333
Profanity0.011970525
Threat0.0074436385
Severe Toxicity0.0026893616
Low Tox 0.112333365 Constructive 0.512 Policy_Critique
Nov 22, 2025 18 likes Quebec Ends Economic Immigration Program …
its wild that the guy on the bike got fired from his job , for a simple interview lol
its wild that the guy on the bike got fired from his job , for a simple interview lol
Identity Attack0.0048097214
Insult0.03423163
Profanity0.03389629
Threat0.009100696
Severe Toxicity0.0024414062
Low Tox 0.11212669 Low Con 0.282 Policy_Critique
Feb 6, 2026 Inside Canada's Indian Invasion...
Yeah and we all know who is to blame for this. Justin Trudeau, Sean Frasier and Marc Miller. Funny how politicians in this country aren’t held responsible for the bad decisions they make that seriously …
Yeah and we all know who is to blame for this. Justin Trudeau, Sean Frasier and Marc Miller. Funny how politicians in this country aren’t held responsible for the bad decisions they make that seriously affect Canadian lives. Canadians have lost their homes and their jobs because of mass immigration.
Identity Attack0.06249457
Insult0.034782536
Profanity0.010621235
Threat0.0066151097
Severe Toxicity0.002002716
Low Tox 0.11212669 Moderate Con 0.487 Policy_Critique
Feb 8, 2026 Why Canada’s immigration system has …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.727
Aug 26, 2025 Why Canadians Are Turning Against …
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health …
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health services, no 5 block line ups at the soup kitchen and food banks. Need I continue??? You get the idea. Sorry...Canada Belongs to Canadians and Canadians Needs Come First!
Identity Attack0.052944973
Insult0.02708937
Profanity0.011782649
Threat0.012233571
Severe Toxicity0.0034713745
Low Tox 0.11212669 Constructive 0.706
Dec 24, 2025 Deportations From Canada at Their …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.72
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Why do they say we have one of the largest populations in the world. When their own country can't help the population with jobs, affordable housing, medical care, transportation system, over crowding due to population …
Why do they say we have one of the largest populations in the world. When their own country can't help the population with jobs, affordable housing, medical care, transportation system, over crowding due to population spike, overall provide better living back home. Yet every one of them tries to leave for other countries in the world for a better life. Then why grow the population so rapidly fast! Never understood that part. On the flip side sure grow your population if your country provides better life in terms of all those necessities. But pretty much other countries are baby sitting and raising them yet they brag were the second largest population. Doesn't make sense to brag about that!
Identity Attack0.04177703
Insult0.04090862
Profanity0.023721304
Threat0.007340072
Severe Toxicity0.0032806396
Low Tox 0.11202335 Constructive 0.731 Economic_Argument
Jan 27, 2026 2 likes 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.