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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: "Good the more immigrants that …" 238 comments · Page 8 of 10
2:00 wait... But he's not completely anti-immigration like I've heard during elections... It's an unfortunate situation but I do agree with him. Immigration is good but you have to keep in mind how many immigrants …
2:00 wait... But he's not completely anti-immigration like I've heard during elections... It's an unfortunate situation but I do agree with him. Immigration is good but you have to keep in mind how many immigrants you can wellcome as a country. p.s: I'm Romanian
Identity Attack0.09659086
Insult0.0233509
Profanity0.024267852
Threat0.00789674
Severe Toxicity0.0031089783
Low Tox 0.112436704 Constructive 0.776 Economic_Argument
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
1 in 4 Canadians is an immigrant. Good. There is nothing wrong with that. The problem is the crux of this video: The Lack of Assimilation.
1 in 4 Canadians is an immigrant. Good. There is nothing wrong with that. The problem is the crux of this video: The Lack of Assimilation.
Identity Attack0.08004672
Insult0.03136692
Profanity0.011577694
Threat0.0059516393
Severe Toxicity0.0019741058
Low Tox 0.112436704 Moderate Con 0.441
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I came to Canada as a Landed Immigrant 50 years ago. I have made a good life, raised children, always had a job. I feel as Canadian as anybody who was born here. I resent …
I came to Canada as a Landed Immigrant 50 years ago. I have made a good life, raised children, always had a job. I feel as Canadian as anybody who was born here. I resent those newcomers who only exploit the services they never paid for and trample our decency and tolerance. I grieve for our values being undermined and overridden by mindsets that will never adapt.
Identity Attack0.05794714
Insult0.039151907
Profanity0.0117997285
Threat0.0071199946
Severe Toxicity0.0021362305
Low Tox 0.11161 Constructive 0.654
Oct 3, 2025 1 likes Why Canadians Are Turning Against …
It’s good to hear some are thinking of leaving to the US. I truly wish for their success. I worked at a college that became a diploma mill in Vancouver and you couldn’t go to …
It’s good to hear some are thinking of leaving to the US. I truly wish for their success. I worked at a college that became a diploma mill in Vancouver and you couldn’t go to the men’s room without seeing 3 or 4 dudes hanging out. Foreign students also take from the food banks enough to have 1st year students now banned and many people no longer donate. I generally have great experiences Indian people, and have travelled India extensively, but if you let in too many of one type the native population will have a hard time and the immigrants themselves won’t integrate and build their own society. Blame the Liberal government.
Identity Attack0.08583717
Insult0.033790905
Profanity0.023584666
Threat0.012026439
Severe Toxicity0.0037384033
Low Tox 0.11161 Constructive 0.762 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
In my 42 years of working a service job I encountered thousands of immigrants.....I always found the East Indian people to be the easiest to get along with......there are good and bad apples in every …
In my 42 years of working a service job I encountered thousands of immigrants.....I always found the East Indian people to be the easiest to get along with......there are good and bad apples in every culture but in general I found them always willing to help , talk and laugh with me.......many of them joked how they could out cheap anyone......and you've got to give them credit for finding the loop holes to get ahead
Identity Attack0.083355546
Insult0.035443626
Profanity0.024404489
Threat0.0073918556
Severe Toxicity0.0030899048
Low Tox 0.11161 Constructive 0.791 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live …
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live a better lives. They didn't know after they came here for work and or college/university they become in major debt. They said that they're in a luxury debt and never getting out of debt knowing that they're stuck in Canada and can't be allowed to leave unless they pay off the debts. That's 100 % wrong to do that to people when they know they don't feel welcomed and want to go home. I'm a metis Canadian and I had to leave Ontario to find affordability and miss my home. GOVERNMENT THIS IS YOUR FAULT AND YOU KNOW IT! Let them go home in debt. You made this mess. FIX IT! Including the baby boomers that made the problem started 8 % rate interests to buy houses. That was a mistake that should be bought 1 house and nothing else. I forgot to add something. The uber driver told me that india doesn't know that it's a debt luxury trap that you can't leave unless you pay your debt. He felt alone and found some people and the internet to make himself feel better temporary. TEMPORARY! He hates it here, but he respects Canadians. He feels sorry for the new ones that are coming to become debt trap. It's the same for the pharmacy. She got into college to be a pharmacy and bought the store. She is on low income but doesn't qualify for any supports like benefits to pay off her medical things. The reason she can't because they'll see the pharmacy store is income. Wait what? So she doesn't quilify for benefits because she's making income to pay off her massive loan to do her job. It's not enough to live by as what she told me. She also does misses home, but also traped in luxury debt. This is what I have learned so far. I went through a car accident and coudln't get out of the car. I thought in Brampton, Ontario was the rudest people on the planet, but was saved by the angels of indian people saved me out of the vehicle from the smoke. I still thank you! There is still good people out there and some are stupid people out there. Keep it up because being kind gets you to be positive to others and make things better when the world is fcked right now.
Identity Attack0.060675595
Insult0.03566399
Profanity0.019348921
Threat0.0074824756
Severe Toxicity0.002822876
Low Tox 0.11129999 Constructive 0.816
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
He wants clear rules. Yeah the peoblem was we DIDN'T have clear rules. He's obscuring the fact by using "good governance" as a euphemism for nebulous immigration system that can be easily exploited
He wants clear rules. Yeah the peoblem was we DIDN'T have clear rules. He's obscuring the fact by using "good governance" as a euphemism for nebulous immigration system that can be easily exploited
Identity Attack0.019475231
Insult0.04090862
Profanity0.015932998
Threat0.0072106146
Severe Toxicity0.0017261505
Low Tox 0.11078331 Moderate Con 0.463
Nov 24, 2025 Quebec Ends Economic Immigration Program …
When you have just one community in one geographic area you have ghettoization. Which brings a fleet of issues good and bad. Most cases in the immigrant experience it’s the next generation that truly settles …
When you have just one community in one geographic area you have ghettoization. Which brings a fleet of issues good and bad. Most cases in the immigrant experience it’s the next generation that truly settles in. I’m a first generation immigrant came when I was 8 years old. Immigrants have it much easier then my parents did when they came. The country needs to grow, in order to grow the economy, you need skilled and unskilled workers, aging population the best way is immigration, it’s simple math.
Identity Attack0.055673428
Insult0.034782536
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0030326843
Low Tox 0.11057663 Constructive 0.728 Economic_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
At the end immigration will be STOPPED. I have no doubt. But the 3rd world countries will grow up. There will be no tendency to go abroad or money laundering. I am hopeful that GOOD …
At the end immigration will be STOPPED. I have no doubt. But the 3rd world countries will grow up. There will be no tendency to go abroad or money laundering. I am hopeful that GOOD DAYS ARE COMING . Cheers!
Identity Attack0.057492398
Insult0.023995465
Profanity0.013439372
Threat0.00967031
Severe Toxicity0.0037384033
Low Tox 0.11057663 Constructive 0.567 Policy_Critique
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
In Canada, we imported almost 10% of our population is the last five years, the majority of whom came from India. There's no doubt that Indian culture is not the same as Canadian culture, and …
In Canada, we imported almost 10% of our population is the last five years, the majority of whom came from India. There's no doubt that Indian culture is not the same as Canadian culture, and importing such a massive number so quickly means we are far more likely to see those cultures bumping up against each other, rather than giving them a chance to assimilate and blend. Like any good cook, I know if you try to add the eggs too quickly and in too much of a hurry, you get scrambled eggs in weak sauce, not a thick creamy custard. Same principle applies to immigration. We need to give people the time and chance to learn and absorb our culture and values, else we end up with ghettos and a weakened society.
Identity Attack0.07921951
Insult0.034672357
Profanity0.020032106
Threat0.008401625
Severe Toxicity0.0031852722
Low Tox 0.11057663 Constructive 0.775 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As Canadians we must mobilize . our enemy has many faces, the 1st face of our enemy is known as democracy especially our democracy in Canada, if we remove the people in power we can …
As Canadians we must mobilize . our enemy has many faces, the 1st face of our enemy is known as democracy especially our democracy in Canada, if we remove the people in power we can then fight our 2nd enemy called law enforcement then those of us who are lucky to still be alive can then fight the 3rd face called immigration. This isnt easy and many of us will die but we must do things for the greater good and this war will be long. As European descendants we must always remember the fact that our forefathers never left home soil voluntarily they were kicked out and sent here as so called criminals. They built the country to what it was up until the 1980s then the soft Canadians who only survived thanks to the strong and brave decided wokeness needed to happen and thus here we are today
Identity Attack0.04512853
Insult0.0350029
Profanity0.015386449
Threat0.020782012
Severe Toxicity0.0030899048
Low Tox 0.1104733 Constructive 0.612 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I don’t know how to feel about this. In my head I know without immigration the population will go down and that’s bad for economy. I know that diversity is good and we should embrace …
I don’t know how to feel about this. In my head I know without immigration the population will go down and that’s bad for economy. I know that diversity is good and we should embrace people from all backgrounds. Yet, something feels vastly wrong with what is going on in Brampton. And I feel guilty for feeling that way because I didn’t feel like that when I went to Woodbridge when it was all Italian or Richmond Hill when it was all Hongkong Chinese.
Identity Attack0.10221587
Insult0.024897853
Profanity0.018187506
Threat0.007197669
Severe Toxicity0.0030899048
Low Tox 0.1100022 Constructive 0.733
Sep 20, 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)
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 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 …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone else, for it is an outrage to discriminate against any such man because of creed, or birthplace, or origin.. But this is predicated upon the person’s becoming in every facet a Canadian, and nothing but a Canadian… There can be no divided allegiance here. Any man who says he is a Canadian, but something else also, isn’t a Canadian at all. We have room for but one flag, the Canadian flag… And we have room for but one sole loyalty and that is a loyalty to the Canadian people.’ Wilfrid Laurier 1907
Identity Attack0.060675595
Insult0.03335018
Profanity0.017026093
Threat0.007974415
Severe Toxicity0.0024986267
Low Tox 0.104361884 Constructive 0.515 Identity_Assertion
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's …
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's nothing wrong with good honest working people moving to a new country and living and working like the locals. But when you live OFF of the locals tax dollars or cheat the system, it is not going to be healthy for immigrants, Canadians or the economy.
Identity Attack0.07673789
Insult0.028392024
Profanity0.0127561875
Threat0.006304411
Severe Toxicity0.00207901
Low Tox 0.103060275 Constructive 0.61 Economic_Argument
Oct 2, 2025 IRCC Names India in Study …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this country. This isn't the Canada I grew up in and it's not the Canada that I want to keep living in. I hope it will be fixed. I love Canada
Identity Attack0.06385879
Insult0.028832749
Profanity0.011133623
Threat0.0067186756
Severe Toxicity0.002231598
Low Tox 0.10045706 Constructive 0.625
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It wouldn't be so bad if they were good hearted people like most other immigrant groups. Turns out they are just looking for ways to undermine you somehow, like you are in a corporate office, …
It wouldn't be so bad if they were good hearted people like most other immigrant groups. Turns out they are just looking for ways to undermine you somehow, like you are in a corporate office, but it's the whole country instead of an office.
Identity Attack0.06340405
Insult0.026058068
Profanity0.014874061
Threat0.007624879
Severe Toxicity0.0019931793
Low Tox 0.10045706 Moderate Con 0.484 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration is only good if it benifits canada. Immigrate business families, doctors, professional engineers, etc who actually contribute to our economy rather than depending on free benifits. Benifits are onky for canadians who actually need …
Immigration is only good if it benifits canada. Immigrate business families, doctors, professional engineers, etc who actually contribute to our economy rather than depending on free benifits. Benifits are onky for canadians who actually need it and not for temporary foreigners.
Identity Attack0.06749674
Insult0.024124376
Profanity0.01128734
Threat0.0063367756
Severe Toxicity0.0019931793
Low Tox 0.09828771 Constructive 0.503 Economic_Argument
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
Immigration is being reduced by Carney. We’re all good
Immigration is being reduced by Carney. We’re all good
Identity Attack0.0440973
Insult0.020063626
Profanity0.013883443
Threat0.009437286
Severe Toxicity0.0025367737
Low Tox 0.09351514 Moderate Con 0.414 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
South Korean immigrant is good… correct?
South Korean immigrant is good… correct?
Identity Attack0.060675595
Insult0.019225692
Profanity0.013917602
Threat0.006543908
Severe Toxicity0.0021457672
Low Tox 0.09351514 Moderate Con 0.334
Jan 18, 2026 2.9 million Canadian temporary visas …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. When you let in gobs of just anyone.. you end up with Brampton, Ontario, or Sweden, where foreign nationals have brought their own opinion of how life should be to a previously high trust/well functioning area. Like the opposite of gentrification. Basically slumification, a reduction in trust, an increase in crime, an increase in corruption.. Who would have thought there would one day be new Canadian citizens calling for Sharia Law in Canada? That is when immigration "jumped the shark", and the system needs fixing. And Canada already has the fix: Limit immigration to economically well off migrants who meet the points quota: ie, they are educated and speak english or french. And greatly restrict refugees... we have enough homeless and economically useless people, we do not need more.
Identity Attack0.04203484
Insult0.033019636
Profanity0.015693882
Threat0.0069905366
Severe Toxicity0.0021743774
Low Tox 0.091913216 Constructive 0.614
Jun 19, 2025 2 likes How Canada broke its immigration …
Walmart is also becoming Punjabi mart. I don’t know why Canada is bringing this people in huge numbers?? Immigration numbers should be diversified otherwise they will dominate the whole system. Which is not good for …
Walmart is also becoming Punjabi mart. I don’t know why Canada is bringing this people in huge numbers?? Immigration numbers should be diversified otherwise they will dominate the whole system. Which is not good for future Canada.
Identity Attack0.04951127
Insult0.024124376
Profanity0.0113385795
Threat0.00704232
Severe Toxicity0.0017929077
Low Tox 0.09033044 Constructive 0.509 Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

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

Prosocial (7)

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