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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 #}

Comment Explorer

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Active: "The Immigrants are why the …" 3,653 comments · Page 88 of 147
As a canadian, this is a problem everywhere. This isnt immigration its an invasion
As a canadian, this is a problem everywhere. This isnt immigration its an invasion
Identity Attack0.17925262
Insult0.039737478
Profanity0.016342908
Threat0.007327127
Severe Toxicity0.0049591064
Low Tox 0.19986437 Moderate Con 0.385 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
.any and all immigrants should co e here legally and be able to support themselves es co pletely. No tax dollars to house, feed, educate, themselves etc. Co panies should not get money to hire …
.any and all immigrants should co e here legally and be able to support themselves es co pletely. No tax dollars to house, feed, educate, themselves etc. Co panies should not get money to hire them. All I. Gra ts I cludi g refugees should pay to go school here that is K- 12education and pay for all helthcare. And finally only Christians
Identity Attack0.2463217
Insult0.034562174
Profanity0.01887069
Threat0.0071847234
Severe Toxicity0.005340576
Low Tox 0.19986437 Constructive 0.571 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own …
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own pocket for their medical expenses. Nothing should be paid by the host country...NOTHING. I don't have any recollection of ever going to a restaurant or hotel/motel and the country that im visiting is covering ALL OF MY LIVING COSTS DURING MY ENTIRE STAY. SO WHY SHOULD CANADA PAY TO HAVE THESE IMMIGRANTS IN THE COUNTRY, TAKING OUR JOBS, YET WE AS TAXPAYERS PAY FOR EVERYTHING FOR THEM. UH-UH, NO WAY, THATS NOT RIGHT. THEY should not have (or require) an interpretor in court, government office, at a traffic stop or anywhere. If the roles were reversed, Canadiens going to their foreign land definitely WOULD NOT RECEIVE ALL OF THE BENEFITS THAT THEY RECEIVE FROM OUR COUNTRY CALLED CANADA. People MUST VOICE THEIR opinions about their own lives and how these immigrants are raping our country for everything it has, and yet true Canadians get to lose more and more of their precious homeland. Ive seen muslim women and their children make some makeshift porter-potty curtained up where the deficate, and urinate in a hole dug into the sand ON THE BEACH and when they're ready to leave, they bury up the hole in the (BEACH SAND) sand, remove their tent and walk off the beach leaving behind them (I guess for Canadians to enjoy their presence on our soil) their little disgusting biohazard ☣️ waste in a public place where everyone walks bear foot, and use their bare hands. Thats simply revolting. JUST IMAGINE THE NEXT DAY, THAT A CANADIAN CHILD DIGS IN THE SAND TO PLAY WITH THRIR TOY CARS ETC. WHAT DISGUSTING MESS TO FIND AT THE BEACG. WHAT SICKNESSES DO THESE MUSLIMS (OBSERVED LEAVING THAT MINI SEPTIC SYSTEM THE PREVIOUS DAY) HAVE, AND WILL GET THE TRUE CANADIANS ILL AS A RESULT OF THEM IMPOSING THEIR FILTHY CULTURE WITH THEM. Frankly, as for myself, i can very well do without their presence because they do not respect our beautiful Canada. They're violent, rape and gang rape our young girls, attack our Canadians, won't assimilate to the ways of this country, wont speak our 2 official languages, wont follow our laws, bring with them the criminal element of using guns and knives and unspeakable violence. Please government of Canada; SEND THEM IMMEDIATELY BACK TO THEIR COUNTRY NEVER TO RETURN. From Canada 🇨🇦 ❤❤❤❤
Identity Attack0.1508922
Insult0.070799805
Profanity0.023174755
Threat0.0072106146
Severe Toxicity0.0063705444
Low Tox 0.19986437 Constructive 0.615 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in the 2010s hearing about immigrants/refugees not assimilating in Europe and constantly just thought "well why don't they just do immigration with strong assimilation like we do here in Canada?", and now we had 4 years of sloppy immigration give or take, unfortunate. At least the straight up policies that led to this influx of poorly managed immigration is removed, but the same leaders and cabinet members and the like of the liberal government are present. Oh and did I mention they keep privatizing things, throwing money at mining industries without any seeing of the benefit to working Canadians realistically, and planning to build a pipeline by like 2035 towards east Asia which will likely be majority renewable energy by then, without actually trying to address the issues now present from the 4 years of sloppy immigration policy?
Identity Attack0.10221587
Insult0.08508729
Profanity0.05543986
Threat0.008246276
Severe Toxicity0.0051498413
Low Tox 0.1996317 Constructive 0.765 Policy_Critique
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
If you order a dish you will get every content of it not the cheese only. ... Illegal immigration is always worst but you have invaded countries together with United States, canada supported US Karma …
If you order a dish you will get every content of it not the cheese only. ... Illegal immigration is always worst but you have invaded countries together with United States, canada supported US Karma always hits back
Identity Attack0.1294935
Insult0.070799805
Profanity0.0138151245
Threat0.008556974
Severe Toxicity0.004558563
Low Tox 0.1996317 Moderate Con 0.379 Moral_Argument
Nov 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m a second gen Indian in Canada born in USA. It’s become so us vs them between locals and immigrants, that Im caught in the middle, I belong no where and everywhere. There’s no room …
I’m a second gen Indian in Canada born in USA. It’s become so us vs them between locals and immigrants, that Im caught in the middle, I belong no where and everywhere. There’s no room for my voice, because I’m no different then any Canadian or American in how I act but nothing separates me from Punjab and Kashmir other than accident of birth and one generation. My English is NE United States, my French Québécois, my Hindi Dehli,Punjabi Jalandar, Urdu Lahori, and Turkish Ankara. I speak six languages and I’m fluent in none, I’m from three countries yet none of them want me. It would be great if more of these types of investigations included our voices, as we’re neither here nor there yet caught in the middle of all of this.
Identity Attack0.18903255
Insult0.082619295
Profanity0.030138692
Threat0.009126588
Severe Toxicity0.008964539
Low Tox 0.1996317 Constructive 0.806 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indians commit no crime, keep to themselves, and don’t damage public spaces. They’re an ideal immigrant group and for whatever reason people hate them more than groups that do all of those things listed above. …
Indians commit no crime, keep to themselves, and don’t damage public spaces. They’re an ideal immigrant group and for whatever reason people hate them more than groups that do all of those things listed above. I think it’s jealousy because they earn more money than the natives. Harder working people of similar or higher intelligence.
Identity Attack0.20878418
Insult0.071750276
Profanity0.03239325
Threat0.008129764
Severe Toxicity0.005493164
Low Tox 0.1996317 Constructive 0.579 Economic_Argument
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
We didn't need immigrants at all in Canada regardless of our low birth rate because of robotics and AI.
We didn't need immigrants at all in Canada regardless of our low birth rate because of robotics and AI.
Identity Attack0.1769227
Insult0.062150877
Profanity0.013336895
Threat0.0075083673
Severe Toxicity0.004749298
Low Tox 0.1996317 Low Con 0.249
Aug 26, 2025 Why Canadians Are Turning Against …
Immigrants are necessary, BUT ONLY TO POINT. We need to shut our borders to new immigrants and begin working around what we have. As a man who has grown up in Canada, I have seen …
Immigrants are necessary, BUT ONLY TO POINT. We need to shut our borders to new immigrants and begin working around what we have. As a man who has grown up in Canada, I have seen us morph from an economic powerhouse to wasted potential. Add in strict criteria for being able to come to Canada, incentivize construction of new infrastructure, and add in new laws for all these immigrants that dictate what they can and cannot do in Canada. This ain't no free ride, people! Get off the government gravy train and start working in places OTHER than entry-level work! Leave that for teens and twentiers!
Identity Attack0.14233272
Insult0.076502606
Profanity0.022218296
Threat0.010835429
Severe Toxicity0.0059509277
Low Tox 0.1996317 Constructive 0.669 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Wow, the conservative party has been saying this for years and you guys are acting like this is some big epiphany that this is happening. Shame on you for not reporting this properly and digging …
Wow, the conservative party has been saying this for years and you guys are acting like this is some big epiphany that this is happening. Shame on you for not reporting this properly and digging into the real issue at hand and that that is 10 years of liberal failure when it comes to immigration policy. Why not try doing some real journalism for once
Identity Attack0.018269362
Insult0.10587067
Profanity0.01941724
Threat0.007365964
Severe Toxicity0.0029182434
Low Tox 0.1996317 Low Con 0.269 Policy_Critique
Feb 23, 2026 Canadian immigration officers investigating hundreds …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to say this but Canada is too "kind" and too liberal for it's own good. They essentially would have a rabid animal gnawing at their leg but would not try to stop it because the animal maybe "scared" or "hungry" or don't want to hurt it's feeling or something. If Canadians do no protect it's values and culture by restricting and massively reducing integration and not hesitating to deport criminal immigrants, the very soul and identity of this beautiful country will be gone FOREVER (some would already say that already happened)!! That's why I respect Poland so much, they said NO to mass migration by way of asylum seekers, regardless of the backlash from the EU, but that's why unlike those other countries that did the mass migration, Poland remains one of if not the safest European country and best of all, KEPT THEIR IDENTITY!!!
Identity Attack0.07508347
Insult0.10148193
Profanity0.028503597
Threat0.012181788
Severe Toxicity0.0063323975
Low Tox 0.19939905 Constructive 0.664 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
WOW, I WHOLEHEARTEDLY AGREED WITH MOST OF THE COMMENTS HERE. My parents immigrated here nearly 40 years ago and married to a Canadian. HONESTLY, this IS NOT THE CANADIAN LIFE that I ONCE knew. To …
WOW, I WHOLEHEARTEDLY AGREED WITH MOST OF THE COMMENTS HERE. My parents immigrated here nearly 40 years ago and married to a Canadian. HONESTLY, this IS NOT THE CANADIAN LIFE that I ONCE knew. To those whose visas are expiring, PLEASE either go home to your home country; or, if you CHOOSE to REMAIN here in Canada, PLEASE RESPECT CANADIAN CULTURE!!! I am an immigrant myself, I have integrated myself to the Canadian culture whilst at the same time, I still practice my own culture at home and at my home country!!!
Identity Attack0.13591312
Insult0.06634661
Profanity0.021535112
Threat0.007909686
Severe Toxicity0.0077438354
Low Tox 0.19939905 Constructive 0.769 Personal_Narrative
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
Welp, about a half an hour ago when I got home, I realized that someone broke into my apartment building and stole my shoes that were infront of my door. SHOES. last year someone broke …
Welp, about a half an hour ago when I got home, I realized that someone broke into my apartment building and stole my shoes that were infront of my door. SHOES. last year someone broke in and stole my bike. The thing is, this area was NEVER like this. It was safe and people trusted each other. Guess what has changed? The amount of immigration in my city and in this area. I am terrified during the night that someone will break into my apartment since theyve been able to get into the building. My entire life I have always stuck up for minorities and all different groups that have been apparently marginalized. Now, after everything happening in my city, in the world, to the people I love and myself, I have had ENOUGH. I want these people out of my country. Go back to your shitty countries with your shitty ideas and shitty ideologies and shitty everything because you do not belong here. If you do not properly become a Canadian citizen, such as assimilating to our culture, language and so on and leaving your shitty ideas behind, then you are not wanted and you do not belong here. Canada is being destroyed because of YOU and our communist "liberal" leaders. As a former SJW, feminist, leftist, member of the alphabet Mafia, I see the destruction and the deception of these ideologies and they are the opposite of what is real and true and free. Bring Canada back.
Identity Attack0.07177465
Insult0.077136256
Profanity0.051181246
Threat0.017674083
Severe Toxicity0.006942749
Low Tox 0.19939905 Constructive 0.594
Aug 25, 2025 Why Canadians Are Turning Against …
The Syrian refugee crisis sure seems like a distant memory now. Who knew that wave of rather forced-looking empathy would lead to a hog-wild immigration and refugee spree? But at the end of the day... …
The Syrian refugee crisis sure seems like a distant memory now. Who knew that wave of rather forced-looking empathy would lead to a hog-wild immigration and refugee spree? But at the end of the day... who wants the cheap workers? You're going to have a mixed bag of supporters for that, I reckon.
Identity Attack0.10221587
Insult0.08434689
Profanity0.023721304
Threat0.008246276
Severe Toxicity0.0036239624
Low Tox 0.19939905 Constructive 0.562 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
I’m done with immigration in Canada Had enough ,and enough is enough
I’m done with immigration in Canada Had enough ,and enough is enough
Identity Attack0.17614605
Insult0.04910661
Profanity0.013712646
Threat0.008375733
Severe Toxicity0.005760193
Low Tox 0.1991664 Moderate Con 0.44
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian living close to the capital, we do not want this. The liberal government are letting anyone and everyone in without any background checks and they aren’t following up on the visitor/school visa’s …
As a Canadian living close to the capital, we do not want this. The liberal government are letting anyone and everyone in without any background checks and they aren’t following up on the visitor/school visa’s that expire to see if anyone is actually leaving. They don’t even try to adapt or conform to laws, society nor culture. Immigration without assimilation is an invasion. We are tired of this, send them back.
Identity Attack0.14019285
Insult0.071116626
Profanity0.013849284
Threat0.009644418
Severe Toxicity0.0052261353
Low Tox 0.1991664 Moderate Con 0.442 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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...
1:52 I think you need to clarify some of the claims people are making in your interviews. As much as people don’t like their hometowns changing like that, it’s unfair to say the immigrants come …
1:52 I think you need to clarify some of the claims people are making in your interviews. As much as people don’t like their hometowns changing like that, it’s unfair to say the immigrants come by jumping borders and by applying asylum. That must be less than 1% of the total immigrant population. Please don’t make this channel a tool for hatred and division.
Identity Attack0.089973204
Insult0.062150877
Profanity0.035900343
Threat0.009204263
Severe Toxicity0.0043678284
Low Tox 0.1991664 Constructive 0.723
Oct 3, 2025 18 likes Inside Canada's Indian Metropolis (Brampton)
Immigration without assimilation is called invasion.
Immigration without assimilation is called invasion.
Identity Attack0.16159154
Insult0.03423163
Profanity0.022286616
Threat0.008893564
Severe Toxicity0.0062561035
Low Tox 0.1991664 Low Con 0.237 Identity_Assertion
Feb 19, 2026 Inside Canada's Indian Invasion...
Whenever I hear Americans or Canadians complain about immigration, I think of the Gangs of New York scene where Daniel Day-Lewis' character spits on the newcomers coming off the boats...
Whenever I hear Americans or Canadians complain about immigration, I think of the Gangs of New York scene where Daniel Day-Lewis' character spits on the newcomers coming off the boats...
Identity Attack0.15303208
Insult0.06302499
Profanity0.02932342
Threat0.030623792
Severe Toxicity0.005683899
Low Tox 0.1991664 Moderate Con 0.426
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
This video is clearly biased. The individuals making disparaging remarks about Indians do not represent the broader community — every society has both good and bad people. What the video fails to recognize is that …
This video is clearly biased. The individuals making disparaging remarks about Indians do not represent the broader community — every society has both good and bad people. What the video fails to recognize is that Indians are among the hardest-working and most enterprising contributors to Brampton’s economy. Content like this unfairly damages the reputation of our city. As a proud Brampton resident, I can confidently say that Brampton stands out as a welcoming and supportive place for immigrants, students, skilled workers, business owners, and seniors alike.
Identity Attack0.11860296
Insult0.08030447
Profanity0.032643758
Threat0.010058682
Severe Toxicity0.00541687
Low Tox 0.19893374 Constructive 0.742
Nov 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
All need to go these immigration lawyers give all the wrong information just for money
All need to go these immigration lawyers give all the wrong information just for money
Identity Attack0.109318495
Insult0.07016616
Profanity0.019212283
Threat0.007948523
Severe Toxicity0.003643036
Low Tox 0.19893374 Low Con 0.153
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Most Indians have immigrated legally. “As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’” -- “Proud …
Most Indians have immigrated legally. “As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’” -- “Proud Boys and the White Ethnostate” by Alexandra Minna Stern (2019).
Identity Attack0.23922618
Insult0.038566336
Profanity0.045419596
Threat0.010964886
Severe Toxicity0.005836487
Low Tox 0.19893374 Moderate Con 0.363 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
You're right, it's not immigration, it's a designed invasion.
You're right, it's not immigration, it's a designed invasion.
Identity Attack0.13805299
Insult0.045007613
Profanity0.016137952
Threat0.0086087575
Severe Toxicity0.005760193
Low Tox 0.19893374 Moderate Con 0.328
Aug 25, 2025 Why Canadians Are Turning Against …
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)

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.