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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: "Should say “Why “" 1,368 comments · Page 35 of 55
USA best country in the world? What a joke to even say that
USA best country in the world? What a joke to even say that
Identity Attack0.06522302
Insult0.0808917
Profanity0.030890211
Threat0.0070034824
Severe Toxicity0.0031661987
Low Tox 0.20009702 Low Con 0.163 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I find it a bit disrespectful in Canada to refer to "Them" as "Those indians..." I have actively been working to improve my vernacular. I like the people first approach, so I say "People of …
I find it a bit disrespectful in Canada to refer to "Them" as "Those indians..." I have actively been working to improve my vernacular. I like the people first approach, so I say "People of Brampton"
Identity Attack0.23011416
Insult0.06529768
Profanity0.023994578
Threat0.006576272
Severe Toxicity0.004425049
Low Tox 0.20009702 Constructive 0.694
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
guy at 8:00, no shirt, I'm thinking he must be polish. He Says" im coming from Poland". you could spot polish people a mile away...
guy at 8:00, no shirt, I'm thinking he must be polish. He Says" im coming from Poland". you could spot polish people a mile away...
Identity Attack0.18705739
Insult0.054962315
Profanity0.058445938
Threat0.016292779
Severe Toxicity0.00705719
Low Tox 0.19986437 Moderate Con 0.463 Comparative_Framing
Oct 17, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
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 …
I have watched this video and i just want to say that indian people from Hindu and sikh or any other community except muslims will respect canadian culture and rules of Canadian govt. They are …
I have watched this video and i just want to say that indian people from Hindu and sikh or any other community except muslims will respect canadian culture and rules of Canadian govt. They are hardworking. I also request people from the community as mentioned above, please respect the nation and their culture and don't try to make Canada to India.
Identity Attack0.27682206
Insult0.04910661
Profanity0.019485557
Threat0.0070164283
Severe Toxicity0.004196167
Low Tox 0.19939905 Constructive 0.747 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
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)
just saying that you intend to use a knife to protect yourself in canada vould get yiu into trouble btw 😅🤣
just saying that you intend to use a knife to protect yourself in canada vould get yiu into trouble btw 😅🤣
Identity Attack0.0233943
Insult0.029493837
Profanity0.021535112
Threat0.15276608
Severe Toxicity0.007896423
Low Tox 0.19893374 Low Con 0.296 Humor_Satire
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)
Bike man is just saying what we all think. Third worlders do not belong in the west, expect for a rare few.
Bike man is just saying what we all think. Third worlders do not belong in the west, expect for a rare few.
Identity Attack0.18002926
Insult0.06634661
Profanity0.023106437
Threat0.008556974
Severe Toxicity0.005302429
Low Tox 0.19870108 Moderate Con 0.338 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
https://www.youtube.com/watch?v=Kw9r_b-ohuo here's a better take, that doesn't involve the delusions of Lilley types/Kenney, this isn't new, it's been going on for 50 yrs, take the part where they won't speak English/French, assimilate, there are people …
https://www.youtube.com/watch?v=Kw9r_b-ohuo here's a better take, that doesn't involve the delusions of Lilley types/Kenney, this isn't new, it's been going on for 50 yrs, take the part where they won't speak English/French, assimilate, there are people here who've been here for decades, still can't, but they supposedly got in cause we needed them, they were "skilled" they could speak the language, Lilley, Ivison, Gunter in these rags keep lying saying it was great, people wanted it, who? when? real people, no, Politian's, businesses, media, NDP Zealots
Identity Attack0.017867407
Insult0.14512913
Profanity0.04491858
Threat0.008090926
Severe Toxicity0.0044822693
Low Tox 0.19870108 Constructive 0.575 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I love diversity. Im a leftie so I would say that. Say it loud say it clear refugees are welcome here and in every other western country. Also filming those smugglers was very dangerous. It …
I love diversity. Im a leftie so I would say that. Say it loud say it clear refugees are welcome here and in every other western country. Also filming those smugglers was very dangerous. It shouldn't have happened
Identity Attack0.10221587
Insult0.071433455
Profanity0.023311393
Threat0.011586283
Severe Toxicity0.004386902
Low Tox 0.19789438 Constructive 0.765 Solidarity
Feb 6, 2026 Inside Canada's Indian Invasion...
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)
As a white Canadian Citizen I really enjoyed what the Indian gentleman in the car had to say about first gen. And new Canadians that done even want to try and then push the Canadian …
As a white Canadian Citizen I really enjoyed what the Indian gentleman in the car had to say about first gen. And new Canadians that done even want to try and then push the Canadian to their Culture.😂. He was so true in his words.😊
Identity Attack0.22859548
Insult0.04090862
Profanity0.018665737
Threat0.008893564
Severe Toxicity0.005340576
Low Tox 0.19694418 Constructive 0.752 Solidarity
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
sihk church gives you food and shelter, american churchs call the police and say "this guy is tresspasing in the church idk he wants like charity or something wierd"
sihk church gives you food and shelter, american churchs call the police and say "this guy is tresspasing in the church idk he wants like charity or something wierd"
Identity Attack0.1508922
Insult0.06564732
Profanity0.04792466
Threat0.008556974
Severe Toxicity0.004463196
Low Tox 0.19694418 Moderate Con 0.398 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of all these, an estimated 1.5 million people are either overstaying or have entered illegally. 3. Pakistanis and Bangladeshis are also involved in illegal activities (I’m not defending Indians—they are also involved, I’ll come to that). If you ask them, many will claim to be Indians. You can see the same trend in the UK as well. The reason I’m mentioning them is because they have a similar appearance to Indians. 4. Almost half of the Indians in Canada are living there illegally. Why do I say this? Because here in India I personally know many people from Punjab and Haryana who go there. In both states, you can easily find many agents who reassure people that they can send them to Canada or the USA without much difficulty. You can also see the trend among Punjabis—many aspire to drive trucks and cars in Canada. In India, people often see Punjabis as if their only purpose in life is to go to Canada. I love Punjabi people, but I don’t like this mindset. 5. So, the people you see doing disgusting things are most likely illegal immigrants. Why? Because genuine people go there to educate themselves and contribute something meaningful to the culture—not to behave like those individuals. 6. I really hope Canada can recover from this. I have a friend who went there in 2015, and he once told me to visit the country. Canadians are truly amazing, and the natural beauty (except the winter!) is so nice. Please, Canadian government, take some steps for the well-being of your people.❤
Identity Attack0.2308735
Insult0.05964688
Profanity0.035399333
Threat0.01238892
Severe Toxicity0.007095337
Low Tox 0.19504376 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
3:25 yeah probably best she didn’t say anything lmao
3:25 yeah probably best she didn’t say anything lmao
Identity Attack0.012139536
Insult0.036809623
Profanity0.08807703
Threat0.011456826
Severe Toxicity0.008850098
Low Tox 0.19409354 Moderate Con 0.319 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is happening all over California. Especially if Fresno. There are thousands from Punjab and haryana. They are the worst drivers. They’re always on the phone. They can get a California state I’d and drivers …
This is happening all over California. Especially if Fresno. There are thousands from Punjab and haryana. They are the worst drivers. They’re always on the phone. They can get a California state I’d and drivers license with only providing one name. Most of the I.d.s will actually say “no first name” or “no name given”where first or last name goes but will have just one name on i.d.
Identity Attack0.10221587
Insult0.08582769
Profanity0.02119352
Threat0.00823333
Severe Toxicity0.0049591064
Low Tox 0.19409354 Constructive 0.55 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
You think we as Canadians would vote for this? The elections are a fraud, you never actually had a say in it.
You think we as Canadians would vote for this? The elections are a fraud, you never actually had a say in it.
Identity Attack0.026207991
Insult0.113185234
Profanity0.016103793
Threat0.0064985976
Severe Toxicity0.0022029877
Low Tox 0.19409354 Low Con 0.189
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
The great population replacement theory is not theory anymore , results achieved , RCMP and Immigration pretending to do something via media spin and visual manipulation . Here is the con : headlines say investigation …
The great population replacement theory is not theory anymore , results achieved , RCMP and Immigration pretending to do something via media spin and visual manipulation . Here is the con : headlines say investigation , translation "we're looking into it " . Media shows shooting and netflix shooting drama . ...public perception of safety acheived , drinks all around for fooling them again .
Identity Attack0.020681098
Insult0.06953252
Profanity0.024404489
Threat0.063352615
Severe Toxicity0.0051498413
Low Tox 0.19314334 Moderate Con 0.343 Unverified_Claim
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
I appreciate wat this man says here,especially that hes an immigrant himself..he gets it😮
I appreciate wat this man says here,especially that hes an immigrant himself..he gets it😮
Identity Attack0.13163337
Insult0.061626412
Profanity0.021945024
Threat0.0074824756
Severe Toxicity0.0048065186
Low Tox 0.19219314 Constructive 0.635
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
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 …
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)
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people will gladly intergrade, but Canadian borns won't welcome it. Walk with me- I'll use food for an example. Every other grocery store is middle eastern/asian/african in Brampton and its becomes harder finding more western style food. I love international food, I cook it often but if you're used to burgers and pizza and only know how to make spaghetti it feels like a 'take over' These people want what they want and even though all these places are free for you to also enjoy they don't like it cause it's too 'foreign' to them. It doesn't mean there isnt still a No Frills or a Walmart or Metro, but because the african and halal store are closer and more frequent it seems like more of a convenience to others and not to you. When people say we're multi-cultural, they mean 'yeah he's brown or black but he keeps it to himself' They aren't going to go to that Sikh temple giving free food, and only go to the church at the beginning even though they're welcome to both. It's the same for Diwali and other things, white people dont care to be interested in those things, and just wonder why they get to have it at all. I do agree with that indian lady at the beginning though, with lax immigration you come in feeling like you don't need to do anything to assimilate. They're doing themselves a disservice by only helping themselves. I hate stereotypes being perpetuated onto people but like that Pakistani guy said too, you live in a bubble and you don't pay attention to that. You can go days without speaking english to someone. You can't immigrate somewhere and shut out everyone already there. I get you may not feel welcome by the white people like the ones in the beginning and so you dont mess with them, and its easy not to. But there needs to be openness with helping everyone benefit from multi-culturalism and not just some of us. There are issues with immigrants not wanting to go outside their bubble and for canadians not to want to either, It'll be hard to (with the current issues we're facing as a country) to actually blend together more.
Identity Attack0.25140062
Insult0.061101943
Profanity0.02392626
Threat0.008181547
Severe Toxicity0.0060272217
Low Tox 0.1883923 Constructive 0.849
Oct 4, 2025 6 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.