Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "This is exactly what the …" 171 comments · Page 4 of 7
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, …
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, and I visit many nursing and retirement homes. It feels extremely disrespectful when immigrant workers speak only in their own languages even when others around them don’t understand. Just a few days ago, I was in a park and witnessed someone spitting red tobacco all over a tree trunk. This kind of behaviour is unacceptable in Canada. We came here for better opportunities and a better life, so it should be our responsibility to respect the culture and the public spaces here. I genuinely believe the government needs to be stricter about who they allow in. Canada doesn’t need people who refuse to integrate or who create a nuisance in public. Diversity is about sharing and respecting each other, not about ignoring Canadian values or lowering public standards. If someone is not willing to respect this country and its culture, then maybe Canada is not the place for them.
Identity Attack0.20878418
Insult0.08582769
Profanity0.03464781
Threat0.0091524795
Severe Toxicity0.005645752
Low Tox 0.22579013 Constructive 0.764
Aug 25, 2025 111 likes Why Canadians Are Turning Against …
Which Africans exactly?? Because the Africans i know are doctors, nurses and IT professionals? Maybe the immigrants in Brampton are matching the people from Brampton.
Which Africans exactly?? Because the Africans i know are doctors, nurses and IT professionals? Maybe the immigrants in Brampton are matching the people from Brampton.
Identity Attack0.27875587
Insult0.06023245
Profanity0.018597418
Threat0.006589218
Severe Toxicity0.0047302246
Low Tox 0.20705862 Moderate Con 0.473 Moral_Argument
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
It’s funny as a US citizen watching Canada and its citizens say the same exact things but here in the USA it’s racism or hate.
It’s funny as a US citizen watching Canada and its citizens say the same exact things but here in the USA it’s racism or hate.
Identity Attack0.1714862
Insult0.07016616
Profanity0.015591404
Threat0.007327127
Severe Toxicity0.003929138
Low Tox 0.20265625 Moderate Con 0.411
Dec 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada is having the exact same immigration crisis as the U.S. in which its immigration policies only benefit greedy corporations seeking cheap immigrant labor. It’s why I support Trump’s tough deportation and immigration policies. Europe …
Canada is having the exact same immigration crisis as the U.S. in which its immigration policies only benefit greedy corporations seeking cheap immigrant labor. It’s why I support Trump’s tough deportation and immigration policies. Europe is having the same problem with immigration.
Identity Attack0.10221587
Insult0.082372494
Profanity0.014566627
Threat0.0067251488
Severe Toxicity0.0024795532
Low Tox 0.18174082 Constructive 0.643 Policy_Critique
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've met a lot of Turkish people and a few of them weren't best pleased with the amount of turkish people, and in this video an Indian man says there's too much of it too. Its not an uncommon sentiment among immigrants that they specifically came here for a change in culture, only for it to follow them here. Specifically surrounding politics, a lot of them leave because of the politics where they were, only to find its just as much of a problem here because so many bring those problems over with them rather than leaving them behind. Just to clarify though while I think immigration is obviously a big problem in its current state, I'm not at all against the idea of immigration in general. I care more about where people are going than where they're from. Its just very odd when you hear a strong accented polish lady walk passed complaining and swearing about all the polish people. I guess it does make sense though, if i imagine desperately wanting to leave home for Australia, it would obviously be disappointing to arrive after packing up my life savings to find out all of the people and all of the things were exactly the same as back home. Pretty sad when you think about it.
Identity Attack0.2127345
Insult0.054962315
Profanity0.07126612
Threat0.009981008
Severe Toxicity0.0062942505
Low Tox 0.17891699 Constructive 0.838 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There’s simply too much money involved. Believe it or not, Western adversaries have found this as a way to weaken the West. Most people don’t see it, but that’s exactly what’s happening. A country is …
There’s simply too much money involved. Believe it or not, Western adversaries have found this as a way to weaken the West. Most people don’t see it, but that’s exactly what’s happening. A country is just a piece of land without its people and its culture. If you bring in Indians your cities and town will become Indian.. Canada’s government appears to be selling out its people and its future. There was a time this would’ve been called treason, but the country has clearly changed at its core.
Identity Attack0.13591312
Insult0.06564732
Profanity0.020510335
Threat0.009204263
Severe Toxicity0.004196167
Low Tox 0.17718399 Moderate Con 0.415 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, …
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, now they come and try to force there culture make canada there new india"
Identity Attack0.23239216
Insult0.04852104
Profanity0.018255826
Threat0.0077025536
Severe Toxicity0.004425049
Low Tox 0.17631748 Constructive 0.696 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I work with someone Sikh. He happens to live in Brampton. So what? He's a great guy and he works hard. He's probably first generation, and he's as Canadian as anyone else I know. Everything …
I work with someone Sikh. He happens to live in Brampton. So what? He's a great guy and he works hard. He's probably first generation, and he's as Canadian as anyone else I know. Everything I'm reading here is exactly what people once said about Irish and Italians. Give everyone some time to learn what being Canadian is all about. For the record I'm white and I've lived all my life, but I don't live in Barampton. I'm also first generation in this country, but I get a pass because my parents came here from Scotland, not India. That's not fair.
Identity Attack0.16587129
Insult0.054376744
Profanity0.058946952
Threat0.008893564
Severe Toxicity0.0062561035
Low Tox 0.17111848 Constructive 0.847 Moral_Argument
Sep 20, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Free plane ride home for these people during winter time, it's cool they'll be back in the spring. The Authoritative powers that govern over many government bodies think work should be a place to hire …
Free plane ride home for these people during winter time, it's cool they'll be back in the spring. The Authoritative powers that govern over many government bodies think work should be a place to hire friends and family and let them mess and around do whatever they want while they are at work and be totally corrupt this is a joke and when you people learn how to do things properly maybe there will be some order around here. Your supervisor should be respected and feared not some person asking for some of your paycheck and sexual favors from his co workers what kind of place are you people running? Hire a person that will fire all these clowns and find people that do exactly as they are told that they have no familial ties with this system is totally Nepotistic.
Identity Attack0.004994711
Insult0.10294484
Profanity0.021466793
Threat0.0074954215
Severe Toxicity0.0022125244
Low Tox 0.165053 Moderate Con 0.405
Dec 25, 2025 Deportations From Canada at Their …
Btw there are people murdered in the US by a federal agency journalist. Exactly what the founding fathers wanted to avoid.
Btw there are people murdered in the US by a federal agency journalist. Exactly what the founding fathers wanted to avoid.
Identity Attack0.015154205
Insult0.03489272
Profanity0.016957775
Threat0.122295745
Severe Toxicity0.004787445
Low Tox 0.16331999 Moderate Con 0.373 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
3:25 is exactly what I've been saying for @$#%in years! Service their own AND promote their OWN! cs --> managers --> board of directors. This carries through everything: RCMP, Politicians, Immigration, etc. It's too late …
3:25 is exactly what I've been saying for @$#%in years! Service their own AND promote their OWN! cs --> managers --> board of directors. This carries through everything: RCMP, Politicians, Immigration, etc. It's too late now, nothing can stop this. Canada is cooked!
Identity Attack0.050671257
Insult0.06921569
Profanity0.024199532
Threat0.008077981
Severe Toxicity0.003967285
Low Tox 0.16098402 Moderate Con 0.453 Fear_Threat
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Exactly the same and worse in the UK, Australia and most of western Europe, i see civil wars on the horizon if this isn't reversed
Exactly the same and worse in the UK, Australia and most of western Europe, i see civil wars on the horizon if this isn't reversed
Identity Attack0.059311368
Insult0.0279513
Profanity0.029888187
Threat0.07476458
Severe Toxicity0.0061035156
Low Tox 0.15822013 Moderate Con 0.411 Fear_Threat
Oct 12, 2025 1 likes Why Canadians Are Turning Against …
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. …
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. But for one you should learn to speak the language you can speak your native tongue also but you should also speak the language to the country you’re going to, and the driving issue I’m pretty sure is due to the way they drive in India there’s like no road laws and its insane driving. Maybe there needs to be more laws regarding some of these things you should have to take driving lessons in the country you’re moving to. I don’t exactly know but there needs to be more rules. I’m sorry to say but it is not OK to go to another country and basically give them the middle finger to the way they live!!
Identity Attack0.10235514
Insult0.06267534
Profanity0.057443913
Threat0.00780612
Severe Toxicity0.0049972534
Low Tox 0.15545623 Constructive 0.784 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
The same thing has happened in parts of England. The irony is that the immigrants are creating the exact same thing they left behind.....and just take the free perks like education, public health and welfare.
The same thing has happened in parts of England. The irony is that the immigrants are creating the exact same thing they left behind.....and just take the free perks like education, public health and welfare.
Identity Attack0.120924085
Insult0.033790905
Profanity0.013473531
Threat0.0064144502
Severe Toxicity0.002937317
Low Tox 0.15213956 Constructive 0.544
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Pretty sure they exactly know why they're in Canada, to seek better life and it is completely disrespectful to lie about it in front of the cameras and expect anyone to accept you later. Some …
Pretty sure they exactly know why they're in Canada, to seek better life and it is completely disrespectful to lie about it in front of the cameras and expect anyone to accept you later. Some say they just love themselves too much but I'd rather say they are straight out lying about their real motives all the time.
Identity Attack0.04538634
Insult0.06826523
Profanity0.015010698
Threat0.0067898775
Severe Toxicity0.0022697449
Low Tox 0.14256015 Constructive 0.573 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening …
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening over here. We have suburbs in our eastern side which have turned into pockets of Punjab and Haryana. We have been in the restaurant industry for 30 years now, these students are taking our cash in what is a ‘cashless economy’. We’ve had one particular instance where a former employee faked her marriage certificates in order to get her permanent residency, now she’s in trouble with the authorities and may face some years in jail. The problem is they like taking ‘shortcuts’ and then they get stuck and expect us as employers to save them. The systems put into place have been exhausted to the point where is it useless.
Identity Attack0.083355546
Insult0.06023245
Profanity0.04867618
Threat0.009825659
Severe Toxicity0.0048065186
Low Tox 0.13388206 Constructive 0.795 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
"it used to be called a multicultural city" ah yes the exact rhetoric you don't realise or wont admit was the slippery slope that led to what Brampton looks like now.
"it used to be called a multicultural city" ah yes the exact rhetoric you don't realise or wont admit was the slippery slope that led to what Brampton looks like now.
Identity Attack0.05612817
Insult0.057890166
Profanity0.0138151245
Threat0.006492125
Severe Toxicity0.0025367737
Low Tox 0.13214645 Moderate Con 0.405
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It's possible these marriages aren't ALL fakes. Consider, a lot of immigrants are under SO MUCH STRESS such that THEY PROGRESS SO RAPIDLY, that if they are only married for 5 months, it IS AS …
It's possible these marriages aren't ALL fakes. Consider, a lot of immigrants are under SO MUCH STRESS such that THEY PROGRESS SO RAPIDLY, that if they are only married for 5 months, it IS AS IF the couple has been married 40 years and the co-repondent gets pulled forward in the exact same way psychologically. IR, TIME MOVES FORWARD.
Identity Attack0.09824528
Insult0.035443626
Profanity0.018392462
Threat0.0067057298
Severe Toxicity0.0030136108
Low Tox 0.12086493 Constructive 0.588 Personal_Narrative
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
I am having an issue in my chest area and I went to my cardiologist and he's not exactly sure what's going on so he's setting me up for an angiogram and he told me …
I am having an issue in my chest area and I went to my cardiologist and he's not exactly sure what's going on so he's setting me up for an angiogram and he told me that it could take up to 8 months before I get in for an angiogram. I said I could be dead by then
Identity Attack0.009434453
Insult0.016784932
Profanity0.06145202
Threat0.10542984
Severe Toxicity0.0051116943
Low Tox 0.119997114 Constructive 0.714
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I always got the impression that the NDP leader forced Trudeau's hand. Why doesn't anyone look into what exactly went down instead of lazily saying Trudeau is to blame for everything?
I always got the impression that the NDP leader forced Trudeau's hand. Why doesn't anyone look into what exactly went down instead of lazily saying Trudeau is to blame for everything?
Identity Attack0.0037182847
Insult0.070482984
Profanity0.013507691
Threat0.006699257
Severe Toxicity0.0014305115
Low Tox 0.112540044 Constructive 0.518
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
"We dont feel any racism here", thats exactly the problem!!!
"We dont feel any racism here", thats exactly the problem!!!
Identity Attack0.06431354
Insult0.025800243
Profanity0.019758832
Threat0.0071199946
Severe Toxicity0.0031089783
Low Tox 0.112540044 Moderate Con 0.358 Policy_Critique
Jan 27, 2026 15 likes Inside Canada's Indian Invasion...
Canada, Australia and UK are all heading in the same direction. Controlled by leftist governments virtue signalling. Existing citizens are being extinguished and they don't even do anything about it? Like lobby government and vote …
Canada, Australia and UK are all heading in the same direction. Controlled by leftist governments virtue signalling. Existing citizens are being extinguished and they don't even do anything about it? Like lobby government and vote appropriately to limit immigration, especially family reunion of old relatives and males that the country will have to look after for decades. Exactly the same thing is happening to all our countries. I personally believe for Australia, Canada and the UK in the next 10 years the Western cultures in these countries are finished if the leftist virtue signalling governments are not removed.
Identity Attack0.046159767
Insult0.04969218
Profanity0.01627459
Threat0.009929225
Severe Toxicity0.0031089783
Low Tox 0.11223003 Constructive 0.63 Fear_Threat
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
2:00 that's exactly it. Move wherever you want, look for better opportunities, but please try to align yourself with the natural ideals of wherever you're off too. If Logan Paul moved to Japan, and acted …
2:00 that's exactly it. Move wherever you want, look for better opportunities, but please try to align yourself with the natural ideals of wherever you're off too. If Logan Paul moved to Japan, and acted how he acted in that infamous unnamed video, you think they would let him stay? No, and that's not racist, that's protecting your heritage, your culture, your values. Peace to all.
Identity Attack0.042292643
Insult0.027218282
Profanity0.025360947
Threat0.008246276
Severe Toxicity0.0031852722
Low Tox 0.11181668 Constructive 0.745 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Sounds like THE VERY SAME THINGS WE HAVE BEEN SAYING FOR GENERATIONS. THOSE EXACT FEELINGS EXPERIENCES, FOR GENERATIONS. DO YOU FINALLY GET IT? OR YA STILL TOTALLY SELF ABSORBED?
Sounds like THE VERY SAME THINGS WE HAVE BEEN SAYING FOR GENERATIONS. THOSE EXACT FEELINGS EXPERIENCES, FOR GENERATIONS. DO YOU FINALLY GET IT? OR YA STILL TOTALLY SELF ABSORBED?
Identity Attack0.0022753682
Insult0.047935467
Profanity0.01805087
Threat0.0066086366
Severe Toxicity0.0019168854
Low Tox 0.11150667 Moderate Con 0.337 Identity_Assertion
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
It is about time we take care of this issue. Our city is flooded by these students to be exact from India.
It is about time we take care of this issue. Our city is flooded by these students to be exact from India.
Identity Attack0.09080041
Insult0.029714199
Profanity0.01893901
Threat0.008259222
Severe Toxicity0.0032043457
Low Tox 0.11036996 Moderate Con 0.497 Fear_Threat
Oct 2, 2025 IRCC Names India in Study …

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.