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Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "Their only job will be …" 1,176 comments · Page 25 of 48
India is multi-cultural, Punjab is only 1 part of India and their culture is different from the other Indian states represented in India. The behavior of Punjabi immigrants is not reflective of other Indian cultures …
India is multi-cultural, Punjab is only 1 part of India and their culture is different from the other Indian states represented in India. The behavior of Punjabi immigrants is not reflective of other Indian cultures in India. For whatever reason there seems to more Punjabi migrants in Canada than from any other state in India. Its the job of Canada to enforce assimilation and immigration rules, they deliberately don't. Littering and defecating in public spaces is illegal in Canada but the Canadian government refuses to enforce those rules.
Identity Attack0.17925262
Insult0.081261896
Profanity0.03339528
Threat0.007870848
Severe Toxicity0.005760193
Low Tox 0.1991664 Moderate Con 0.476 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served them. So it was easy for them to immigrate and assimilate into your culture. Now you see many poor people also immigrating because immigration became more accessible, its just like the touchscreen phones, before only rich people had them, but later and now everyone has it. Plus your overly liberal and the stupid point system lets anyone enter the country if they meet a specific criteria, they barely check their english, background, crime record, etc. Also, living in India is a survival, or a nightmare for short. Especially for the poor people in the up north, and so they go to these shady agents who claim that they can send him or her to Canada, UK, Australia where ever they want in exchange for some money. Sometimes these agents turnout to be scams and sometimes not, then these students apply to some fake university that has no campus in Canada and select a course thats easy. Then once approved they come to canada, don’t go to university and make some other indian friends who say they have contacts with some job providers and through that the students get their jobs at the fast food joints and shopping malls. The mindset with which these students come to Canada is that I want to get a simple job as soon as I land in Canada and through that job I can get a PR. They never go to assimilate or discover the culture, they come because the country looks nice, has resources, and will provide them with a good salary so that they send some money back home to their parents as compared to low paying jobs in India, which too are super competitive. They still like the indian way of life, the culture, the food, the attire, just not in India. Thats why you’ll never see these students eating at anything other than a Indian Punjabi Restaurant or a fast food joint, they will never make white friends, they will never try to change the way they speak and look at Canadians, they will never try to change their driving habits. In conclusion, more poor people and students migrating, paired with their mindset of “I want everything to be Indian just not in India but in a place that looks better” paired with their low interest in actually learning and working better jobs is what makes them a bad immigrant group. But thats not to say that all are like that its only some and mostly Punjabis/ other North Indians that have this mindset. The reason why the Indian group in USA is much better and successful is because they are mostly of south indian descent. Those people are far more educated, actually respect the law of the land. And fun fact: The stereotypical Indian Accent originated from USA mainly and reason why many indians say that they don’t speak in that accent is because that particular stereotypical accent is present in Indian people who come from the states of Andra Pradesh and Telegana, which is is where most of the Indians in USA are actually from. Sorry for the long ass comment and some writing mishaps, I really lose my writing quality when I’m writing long comments.
Identity Attack0.14875233
Insult0.083112895
Profanity0.041912504
Threat0.008129764
Severe Toxicity0.005607605
Low Tox 0.19893374 Constructive 0.608 Policy_Critique
Dec 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I heard many jobs is taking by Indians, they have take their family to Canada and give job
I heard many jobs is taking by Indians, they have take their family to Canada and give job
Identity Attack0.25140062
Insult0.04383647
Profanity0.02071529
Threat0.006641001
Severe Toxicity0.0044059753
Low Tox 0.19893374 Moderate Con 0.443 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Come & check out Hawkesbury Ontario. Used to be a small town with a few immigrant families here & there, which is totally fine. Now, all sorts of newcomers arriving here with no jobs & …
Come & check out Hawkesbury Ontario. Used to be a small town with a few immigrant families here & there, which is totally fine. Now, all sorts of newcomers arriving here with no jobs & no place to live ahead of time. We have some kind of temple that we have no idea what it is and recently an Islamic Centre right on Main Street which we also have no idea what it is really. I could go on & on about this, there are so many strangers here now, walking everywhere, talking on their cellphones and sitting on our Main Street all day long....We try smiling at them or say Hi and they turn their head away from us... We don't recognize our town anymore...
Identity Attack0.17536941
Insult0.07808672
Profanity0.026317406
Threat0.0078449575
Severe Toxicity0.005645752
Low Tox 0.19789438 Constructive 0.769
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Thanks for making this video! What's crazy that people might not understand is it's not isolated to just that city. It's every major populated city in Canada is getting overrun. Most minimum wage jobs and …
Thanks for making this video! What's crazy that people might not understand is it's not isolated to just that city. It's every major populated city in Canada is getting overrun. Most minimum wage jobs and security are always 95% Indians. I don't understand how this was aloud..
Identity Attack0.17459276
Insult0.07270074
Profanity0.03715288
Threat0.0071588317
Severe Toxicity0.004711151
Low Tox 0.19789438 Constructive 0.71 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
they work and pay taxes like everyone else. Things change life changes live with it. Immigrants hating immigrants I hear it, and think people have to do a better job, nothing is free. Work hard …
they work and pay taxes like everyone else. Things change life changes live with it. Immigrants hating immigrants I hear it, and think people have to do a better job, nothing is free. Work hard live good, don't work live bad karma is a bit#@.
Identity Attack0.13805299
Insult0.06757036
Profanity0.020510335
Threat0.008103873
Severe Toxicity0.0039482117
Low Tox 0.19789438 Constructive 0.7 Moral_Argument
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things …
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things seem so wrong. My main upset is for my teen son. Turned 16 after Christmas. So excited about looking for a part-time job, earning some money, getting experiences and (unbeknownst to him ) expanding his social circle. This excitement came from me. LIke all us Canadians who remember our first part-time jobs (mine was at a McDonalds), I regaled my son in stories of that first part-time job. How much I learned from it, and the so many benefits it would have for me as I got older. He listened, and couldn't wait to turn 16. Also, like most parents, I raised him on the benefits of working hard in school, getting good grades, learning, getting involved, etc. Do these things son, and you will have a good future. He listened. Honours student all his life. Played on school teams. Performed in talent shows, Volunteered his time, etc., etc. Not a bad resume for a first time teen seeking a job. It is now heading into September. He has applied at all the traditional teen job hotspots, (all the fast food joints, grocery stores, drug stores, etc). Dozens of resumes, online and in-person applications. Not a single response. Then I walk into the local Burger King. Not a single Caucasian, Black, Hispanic, Indigenous, or Far Eastern employee. All East Indian (or Pakistani). Suddenly I am really noticing this trend everywhere, especially in the franchise fast food industry; especially upsetting when I even see it in a Harvey's (even more Canadian than Timmies). It's either East Indians or Arabs. I don't know for how long I have been hearing about diversity and fair hiring practices (which I have always supported); but to see this trend makes me furious. Are the owners of these franchise exempt from fair hiring practices? Are they not taught we are a diverse country? This is wrong. I want to finish with two sad situations which we should all be concerned about. When my eldest was looking for part-time work after the pandemic, he walked into a Mr. Submarine. He asked if he could leave his resume or fill out an application. The Arab cashier told him in broken English they were not hiring. As he was walking out, a young Arab man walked in. He approached the same cashier and asked for an application. She gave him one. WTF. My last comment, is the most concerning of all. My 16 year old, who works so hard at school, and at everything he does, recently commented, after yet another non-reply after handing out a slew of resumes, "Dad... what's the use of working so hard if I can't even get a job at McDonalds." I wonder how many other Canadian teens are feeling the same way. Not just white teens. Black, Hispanic, Indigenous and East Asian teens. Seems the broken English East Indian and Arab teens and young adults aren't asking themselves that. How long until my son thinks I am just spewing BS about this hard work thing? This is not about racism. This is about fair hiring practices, especially in more and more franchises; however, I do find myself listening to more and more of these videos, and find myself developing sucb negative feelings towards these two cultures. This is not Canadian. To be thinking this way, especially, is not Canadian. What do we do? Speak up, and we are racist. Stay quiet, and our teen kids move into adulthood without job experience, money put away, or just having a life experience that any of us over 30 (no matter our race) experienced. Something has to change; but I haven't a clue how to do that.
Identity Attack0.15303208
Insult0.07808672
Profanity0.027273865
Threat0.008531082
Severe Toxicity0.00541687
Low Tox 0.19789438 Constructive 0.837 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Why is immigration Canada discriminating against white immigrants? Why is immigration Canada importing 500,000 new immigrants a year when our unemployment rate is 6.5% and food banks can't keep up with soaring demand? Why are …
Why is immigration Canada discriminating against white immigrants? Why is immigration Canada importing 500,000 new immigrants a year when our unemployment rate is 6.5% and food banks can't keep up with soaring demand? Why are Canadian universities denying acceptance to Canada's business and engineering programs when these graduates are the ones who could invest in Canada and create enough jobs for Canadians? Why hasn't the Canadian government lowered Canada's age of consent so young women can get married again and have children instead of relying so heavily on immigrants for our population growth? Why is divorce law so punitive in Canada (a lifetime of alimony payments for marriages ending after ten years) discouraging people from getting married? Why does the Canadian government hate Canadians so much and is not reversing the destructive laws of Steven Harper and the conservatives? Is it the goal of the Canadian government to kill us Canadians and replace us all with immigrants who look like Canada's Aboriginal people? If so then why doesn't Canada protect white people from Aboriginal people so that white people can succeed in Canada?
Identity Attack0.21075934
Insult0.06023245
Profanity0.016752819
Threat0.00823333
Severe Toxicity0.0048065186
Low Tox 0.19694418 Constructive 0.545 Economic_Argument
Feb 9, 2026 How Canada broke its immigration …
Too many immigrants, too fast! Minorities have a better chance at getting jobs than majority now. W T H?
Too many immigrants, too fast! Minorities have a better chance at getting jobs than majority now. W T H?
Identity Attack0.1444726
Insult0.039444692
Profanity0.043415543
Threat0.0071588317
Severe Toxicity0.0051498413
Low Tox 0.19694418 Moderate Con 0.378 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Government did job on Immigrations we would not in mess day 1 they never let in point blank
Government did job on Immigrations we would not in mess day 1 they never let in point blank
Identity Attack0.15517195
Insult0.061626412
Profanity0.023243073
Threat0.00933372
Severe Toxicity0.0062179565
Low Tox 0.19599396 Moderate Con 0.304 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
The vetting of some of these people is very poor. Also, you do have freeloaders that come to Canada, receive all kinds of aid, and take jobs where they are paid under the table. This …
The vetting of some of these people is very poor. Also, you do have freeloaders that come to Canada, receive all kinds of aid, and take jobs where they are paid under the table. This is equally the fault of their employers and the immigrants.
Identity Attack0.16993292
Insult0.07396803
Profanity0.012687869
Threat0.006330303
Severe Toxicity0.0032234192
Low Tox 0.19599396 Constructive 0.634 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
Get them out of here. There's no jobs for the people that live here and are citizens.
Get them out of here. There's no jobs for the people that live here and are citizens.
Identity Attack0.10221587
Insult0.05203446
Profanity0.017436003
Threat0.0138755
Severe Toxicity0.004634857
Low Tox 0.19599396 Moderate Con 0.326 Economic_Argument
Feb 10, 2026 1 likes 2.9 million Canadian temporary visas …
Business owners are unhappy and mad because no more cheap labour and grants from the government. There is no shortage of labour in Canada unemployment rate is close to 7% young Canadians can’t find a …
Business owners are unhappy and mad because no more cheap labour and grants from the government. There is no shortage of labour in Canada unemployment rate is close to 7% young Canadians can’t find a job all positions are filled by imported cheap labour workers
Identity Attack0.04925346
Insult0.13064787
Profanity0.017231047
Threat0.0061749537
Severe Toxicity0.0028800964
Low Tox 0.19599396 Moderate Con 0.48 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really FOR fast track Healthcare professionals/doctors into this country. Canada as a country also has to start having more children I do not know how they solve the problem but our population is aging and if we don't want to end up like Japan we have to do something about it. I see a lot of hate here in the comments (The racist and rednecks have permission to be openly racist)but this is a complex issue and don't forget Albert Einstein and Elon Musk were immigrants there is a lot of very talented people that we have to make sure we keep. How many jobs has Elon Musk created? he is not perfect I'm sure in the millions!!!! How much tax has he generated for the country?
Identity Attack0.07425626
Insult0.09416737
Profanity0.024472807
Threat0.011275585
Severe Toxicity0.005264282
Low Tox 0.19314334 Constructive 0.764
Dec 28, 2025 Deportations From Canada at Their …
being an Immigrant, I should agree Canada has lost it's culture.... :( , sad that people are not getting the jobs, local students are suffering
being an Immigrant, I should agree Canada has lost it's culture.... :( , sad that people are not getting the jobs, local students are suffering
Identity Attack0.17070955
Insult0.061801232
Profanity0.014293353
Threat0.007521313
Severe Toxicity0.0040626526
Low Tox 0.19314334 Constructive 0.651
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
But the immigrants don't assimilate with values culture religion and respect but what are they doing feeling entitled first than our local Canadian. Honestly most of them don't speak Canadian english don't know the jobs …
But the immigrants don't assimilate with values culture religion and respect but what are they doing feeling entitled first than our local Canadian. Honestly most of them don't speak Canadian english don't know the jobs complaining more without common sense.
Identity Attack0.17769934
Insult0.07523532
Profanity0.013405213
Threat0.0062137907
Severe Toxicity0.0032997131
Low Tox 0.19314334 Moderate Con 0.5 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Just look at your language no manners that’s why she can’t find the job
Just look at your language no manners that’s why she can’t find the job
Identity Attack0.0076585566
Insult0.07238392
Profanity0.02932342
Threat0.0065568537
Severe Toxicity0.0035095215
Low Tox 0.19314334 Moderate Con 0.302 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
WHAT!? 79,000 illegals in Canada? great job, NOT!
WHAT!? 79,000 illegals in Canada? great job, NOT!
Identity Attack0.14233272
Insult0.061976057
Profanity0.013678487
Threat0.006977591
Severe Toxicity0.004310608
Low Tox 0.19219314 Low Con 0.257
Sep 29, 2025 IRCC Names India in Study …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory , so Indians regard themselves as the successors of the British Empire, so that we have reason to ask for more territory; our Indians’ greatest contribution to the world Just give birth to children. In order to have a population of 2 billion, we need more territory. Although we Indians have the most beggars in the world and most Indians have no jobs, it doesn’t matter. We will give birth to more children. Son, this way we can occupy Bhutan, Sri Lanka, Nepal, Pakistan,USA, Canada, Australia... until the whole earth
Identity Attack0.19495805
Insult0.061451588
Profanity0.07611542
Threat0.03787563
Severe Toxicity0.013736901
Low Tox 0.19124292 Constructive 0.547
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on …
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on these permits. It’s not just indians though there’s also Brazilians, Chileans, and Venezuelans. One thing I hate is my job prioritizing their work hours over mine because they “need the hours” to stay in this country. where as this is my own country and I’m getting cut hours during slow season. smh
Identity Attack0.18235919
Insult0.055547886
Profanity0.036651865
Threat0.006576272
Severe Toxicity0.0040626526
Low Tox 0.1893425 Constructive 0.718 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Everyone is getting hurt by it. IS suffer as well, since they gambled on coming to Canada thinking they could improve their life conditions in here. Instead, they find a country with no jobs, high …
Everyone is getting hurt by it. IS suffer as well, since they gambled on coming to Canada thinking they could improve their life conditions in here. Instead, they find a country with no jobs, high living costs and tuition. IS and Canadians are getting ripped off.
Identity Attack0.10235514
Insult0.07270074
Profanity0.026863953
Threat0.011612174
Severe Toxicity0.003967285
Low Tox 0.1893425 Constructive 0.527 Economic_Argument
Feb 26, 2026 Why Canada’s immigration system has …
Stop getting immigrants. Because you give them low wages compared to Canadian. Give Canadian jobs and spend money on Canadian to advance in their field.
Stop getting immigrants. Because you give them low wages compared to Canadian. Give Canadian jobs and spend money on Canadian to advance in their field.
Identity Attack0.18903255
Insult0.05027775
Profanity0.012722028
Threat0.007301235
Severe Toxicity0.0040626526
Low Tox 0.1893425 Low Con 0.229 Economic_Argument
Jan 11, 2026 Canada’s new rules in 2026
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms and hospitals. The students were Masters or Ph.D. with full scholarship. They went on to build the country but they were minorities fighting the occasional racism on the street (as the woman in the green t- shirt says). Today, as a result of Trudeau's naïveté about the level of corruption in India, there's a huge influx of relatively unqualified Indians arriving and not being able to assimilate into Canadian society because they do not have good job qualifications. They end up living in ghettos and turn to crime. We must fix that by being much more selective of Indian immigrants. As someone of the Indian diaspora, I'd also like to say that there are those Indo Canadians ("brown folks") who want nothing to do with the Brampton or Surrey ghettos. Many of us are completely secular, having no religion and share nothing with these people fighting around temples and yelling at each other in Punjabi or Hindi. We speak English and French and vote in the elections.
Identity Attack0.10221587
Insult0.089778624
Profanity0.017572641
Threat0.007197669
Severe Toxicity0.004119873
Low Tox 0.1883923 Constructive 0.806
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
My son is 16 years old can't even find a part time job unbelievable Canada is going down I'm a daughter of Italian immigrants and I can safely say Canada has lost its culture richness …
My son is 16 years old can't even find a part time job unbelievable Canada is going down I'm a daughter of Italian immigrants and I can safely say Canada has lost its culture richness so sad
Identity Attack0.14661247
Insult0.06494803
Profanity0.017094411
Threat0.006874025
Severe Toxicity0.0043296814
Low Tox 0.1883923 Constructive 0.682
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And …
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And , The main point is the Sikh genocide , so particuarally in 1980's their was a fight between Indian government and radical sikh group to make another own country. So in the civil war our government launched Operation Blue Star in this the holyiest place the Golden temple for sikhs was attacked by Indian army and killed the main terrosist and somehow the main part of Golden Templen was burn.. So then the Sikhs were very government. Then, our prime minister Indhira Ghandhi was assisinate by their sikh body guard and then bcz she was very influencial person, people started riots and revoluting again the Sikhs , like in the main cities like the capital New Delhi people throw stones and boycott the Sikhs and the goverment stop funding their state PUNJAB so their was low job oppurnities and they economically.. So a mass migeration movement happen that every sikh families were moving in Cannada for good quality of Life....
Identity Attack0.20878418
Insult0.06477321
Profanity0.023584666
Threat0.02924249
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.686
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

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

Prosocial (7)

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