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 place was once a …" 704 comments · Page 3 of 29
Brampton isn't the worst place. I am glad I don't live in shit holes like Thunder Bay or Belleville.
Brampton isn't the worst place. I am glad I don't live in shit holes like Thunder Bay or Belleville.
Identity Attack0.109318495
Insult0.47384647
Profanity0.70864636
Threat0.009437286
Severe Toxicity0.052940834
Moderate 0.6588125 Constructive 0.525 Comparative_Framing
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Were to weak to speak up, we ban people for harsh words, We keep our heads burried in the sand then complain about how shitty things are. Too scared to point fingers in ANY direction …
Were to weak to speak up, we ban people for harsh words, We keep our heads burried in the sand then complain about how shitty things are. Too scared to point fingers in ANY direction out of fear, good job Canada! I hate my country I couldnt care less anymore, if we became the 51 state or not because who cares, were shit either way! Go ahead block this comment im just another racist right??? keep going down this path I dont mind becomming what you all want me to be... I was raised to believe in equality for all. I havent seen anything but a mass victimization of everything! Migration, Mental Health, Work place orrientation. People just gotta really start being honest with themselves first. in a society where its common to duisguise yourself with a "digital filter", I really think self honesty is going to be a very important tool for the future. learning to live with the "ugly truth" instead of trying to cover things up all the time, some people just suck no matter the race color or culture more realistically.
Identity Attack0.2964622
Insult0.5739874
Profanity0.596623
Threat0.04686524
Severe Toxicity0.20678867
Moderate 0.6588125 Constructive 0.644 Insult Policy_Critique
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
2:50 so in addition to my passport, driving permit I need to carry a briefcase with my bank account info, residential proof and tax returns.... ARE YOU F*****KIDDING ME! Keep trumpstan to yourself!! There are …
2:50 so in addition to my passport, driving permit I need to carry a briefcase with my bank account info, residential proof and tax returns.... ARE YOU F*****KIDDING ME! Keep trumpstan to yourself!! There are plenty of other places to go to!! 😂😂
Identity Attack0.0019028455
Insult0.20342655
Profanity0.3929872
Threat0.0009930151
Severe Toxicity0.00004160182
Moderate 0.6491975
Dec 9, 2025
8:09 it aint a beautiful place it's a disgusting stinky place🤣🤣
8:09 it aint a beautiful place it's a disgusting stinky place🤣🤣
Identity Attack0.0775651
Insult0.4747285
Profanity0.33434898
Threat0.012337137
Severe Toxicity0.1465323
Moderate 0.6491204 Moderate Con 0.305 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The reason Indians migrate to the west is because it is cleeeeaaaan. Secondly, it’s ordered. No one goes about acting kingshit. He’d land in jail. The reason it become shitty is because the immigrants don’t …
The reason Indians migrate to the west is because it is cleeeeaaaan. Secondly, it’s ordered. No one goes about acting kingshit. He’d land in jail. The reason it become shitty is because the immigrants don’t understand how this place works and they destroy what attracted them to the place.
Identity Attack0.54996765
Insult0.5130944
Profanity0.64460015
Threat0.031314444
Severe Toxicity0.19761463
Moderate 0.6491204 Low Con 0.296 Identity Attack Insult Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Wherever any Africans, Muslims, Indian/Pakistani, Bangladeshi go, misery and chaos follow, turning the destination place into **it! The only safe places from them are Slavic countries and South America.
Wherever any Africans, Muslims, Indian/Pakistani, Bangladeshi go, misery and chaos follow, turning the destination place into **it! The only safe places from them are Slavic countries and South America.
Identity Attack0.6458014
Insult0.4962726
Profanity0.47001255
Threat0.050098058
Severe Toxicity0.34938923
Moderate 0.6407703 Low Con 0.167 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is truly turning into a third world shithole and it's all self inflicted. Yet it's not just broken immigration system and corrupted politicians but also the greedy educational institutions. And let's not forget the …
Canada is truly turning into a third world shithole and it's all self inflicted. Yet it's not just broken immigration system and corrupted politicians but also the greedy educational institutions. And let's not forget the main culprit behind this all this is the average ignorant Canadian who allowed this to happen in the first place without resisting.
Identity Attack0.49855098
Insult0.6261769
Profanity0.4370703
Threat0.010680079
Severe Toxicity0.13863131
Moderate 0.63782936 Moderate Con 0.438 Insult Policy_Critique
Jun 20, 2025 2 likes How Canada broke its immigration …
These are only a small minority in some of the larger cities. Placed in perspective, heritage Canadians own all the land. Were not going anywhere! We need to harmonize and stand together. Prevent stupid shit …
These are only a small minority in some of the larger cities. Placed in perspective, heritage Canadians own all the land. Were not going anywhere! We need to harmonize and stand together. Prevent stupid shit like sharia law. Those tacky religious hindu statues need to be removed period. Hire traditional Canadians.
Identity Attack0.54151535
Insult0.6109131
Profanity0.5013569
Threat0.023544617
Severe Toxicity0.13599765
Moderate 0.63782936 Constructive 0.548 Identity Attack Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They have some nasty cultural practices, like shitting in random places, smells, and do not respect "private space". They are the twin brothers of Zionists.
They have some nasty cultural practices, like shitting in random places, smells, and do not respect "private space". They are the twin brothers of Zionists.
Identity Attack0.5502601
Insult0.5130944
Profanity0.5711371
Threat0.01940071
Severe Toxicity0.16960317
Moderate 0.6308517 Low Con 0.267 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The indians are very dirty back home and think they can be as dirty in canada which is wrong. Indians need to stop making other places as dirty as their home.
The indians are very dirty back home and think they can be as dirty in canada which is wrong. Indians need to stop making other places as dirty as their home.
Identity Attack0.6320481
Insult0.5543018
Profanity0.19278693
Threat0.009178371
Severe Toxicity0.104393706
Moderate 0.6289369 Moderate Con 0.32 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I just love white anglosphere victimhood, they live in a place better than 95% of human species and then look around and says "wow, this actually sucks"
I just love white anglosphere victimhood, they live in a place better than 95% of human species and then look around and says "wow, this actually sucks"
Identity Attack0.5689151
Insult0.46774593
Profanity0.57488567
Threat0.091630474
Severe Toxicity0.20678867
Moderate 0.6289369 Moderate Con 0.338 Identity Attack Moral_Argument
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As a aborigonal canadian i mostly say welcome, im in calgary in a place called teradale where i only see a few white people a week . Its all imigrants but mostly indian. their is …
As a aborigonal canadian i mostly say welcome, im in calgary in a place called teradale where i only see a few white people a week . Its all imigrants but mostly indian. their is a thing where bringing too many people is negative like our housing crisis and it just imbalances everything when you rush too many pepple in at once. However seeing WHITE people and their reasons piss me off.its like shut the fuck up you immigrant. Your people did the exact same but wayyyyyyyy worse. So yeah welcome. Just their has to be some form of cap. Also i honestly think any government rolls should not be immigrants.just my opinion
Identity Attack0.5689151
Insult0.5497792
Profanity0.5865656
Threat0.061089642
Severe Toxicity0.35022295
Moderate 0.62702215 Constructive 0.74 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better …
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better not go. I would gladly trade away the recent immigrants from Central America who at least 50% of are violent criminals for immigrants from India. Hell, I would love to trade most Americans under 30yrs old for immigrants from India.
Identity Attack0.56445944
Insult0.48569724
Profanity0.5249258
Threat0.06690872
Severe Toxicity0.17926651
Moderate 0.62136006 Constructive 0.592 Identity Attack Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is genuinely crap to see and it's happening in more places than you know. Very sad.
This is genuinely crap to see and it's happening in more places than you know. Very sad.
Identity Attack0.013345404
Insult0.4339631
Profanity0.5722072
Threat0.008168601
Severe Toxicity0.023076924
Moderate 0.6027529 Constructive 0.535 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Yeah mad frustrating with the increase at times, Im all for more people coming over but don't fucking try to change it into the place you're trying to escape from? The Disrespect seeing them ignore …
Yeah mad frustrating with the increase at times, Im all for more people coming over but don't fucking try to change it into the place you're trying to escape from? The Disrespect seeing them ignore the anthem and the rudeness towards woman and children can be downright disgusting
Identity Attack0.10221587
Insult0.41530323
Profanity0.61633086
Threat0.012492486
Severe Toxicity0.12809667
Moderate 0.6020386 Constructive 0.667 Identity_Assertion
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. …
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. Turn great communities into shitholes. I didn't even know they had those big statues hanging around the city. I don't ever venture into Brampton anymore, as I don't do service calls or work as a mechanic. I basically got told, without being told they wanted a more diverse field of technicians. Over 12 years of work trying to get my mechanics license and I'm out. Guys can't even diagnose a ground on a vehicle, yet they can get the Red Seal license cause the "translator" gave them all the answers on the test. Lots of them coming over on student visas just to drop out or not go to school completely and take up basic minimum wage jobs from the actual tax payers of our Great? nation. The truck driving is also insane up north, past Thunder Bay. Trucks in ditches every 30-50 km's. Wheels coming off of trucks, turning around on the 2 lane highway in the middle of no where and gets the truck stuck cause they wanted to do a U-turn at 3am on blind corners. We driving our 3/4 ton work trucks have to pass our exits all the time cause they have their feet on the dash tailgating you. 90% of the ones that have come over, have made Canada a worse place to work/live.
Identity Attack0.27171627
Insult0.6308392
Profanity0.43272525
Threat0.011249693
Severe Toxicity0.024960563
Moderate 0.6020386 Constructive 0.749 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why is it so wrong to say it would be a better place without blacks and browns out of our country
Why is it so wrong to say it would be a better place without blacks and browns out of our country
Identity Attack0.69783735
Insult0.40243408
Profanity0.26600444
Threat0.12996206
Severe Toxicity0.20678867
Moderate 0.60152835 Moderate Con 0.31 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Far too many places in India are horribly dirty, polluted and just disgusting. I’m not calling Indians disgusting but their hygienic practices are disgusting in India.
Far too many places in India are horribly dirty, polluted and just disgusting. I’m not calling Indians disgusting but their hygienic practices are disgusting in India.
Identity Attack0.6007182
Insult0.5130944
Profanity0.26280963
Threat0.010162249
Severe Toxicity0.13863131
Moderate 0.60152835 Moderate Con 0.434 Identity Attack Insult Fear_Threat
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
That gentleman ranting against brown folks calling their place shithole, went to eat chicken tikka masala after this interview..
That gentleman ranting against brown folks calling their place shithole, went to eat chicken tikka masala after this interview..
Identity Attack0.5135796
Insult0.5130944
Profanity0.5365423
Threat0.0138755
Severe Toxicity0.16960317
Moderate 0.60152835 Moderate Con 0.33 Identity Attack Insult Humor_Satire
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
13:35…make NO mistake, majority of Taiwanese folks would NOT even consider immigrate to this damn place. I don’t know where you got your stats from, but you’re very wrong in your opinion.
13:35…make NO mistake, majority of Taiwanese folks would NOT even consider immigrate to this damn place. I don’t know where you got your stats from, but you’re very wrong in your opinion.
Identity Attack0.32768643
Insult0.44126466
Profanity0.57236236
Threat0.0104988385
Severe Toxicity0.05832097
Moderate 0.5972042 Constructive 0.509
Aug 25, 2025 5 likes Why Canadians Are Turning Against …
It is not the immigrants fault , the problem lies squarely on the shoulders of this Liberal government for allowing for this to happen , Conservatives had already put safe guards in place , but …
It is not the immigrants fault , the problem lies squarely on the shoulders of this Liberal government for allowing for this to happen , Conservatives had already put safe guards in place , but when Trudeau came to power he changed the rules knowing what the out come would be to fill his own pockets all the while he knew these changes would destroy Canada. Trudeau you sir are the most selfish ignorant person I know ! Thanks for stealing my country away as we knew it !
Identity Attack0.14019285
Insult0.65129566
Profanity0.059948977
Threat0.0100069
Severe Toxicity0.018126737
Moderate 0.5972042 Moderate Con 0.415 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an entire media ecosystem just for that perspective. You think your immigrants weren't going to notice? Assimilate into _what_ ? The loudest mouths telling you they hate you and you're responsible for all their problems despite being a minority, because you're not a white Christian? And then you're going to scapegoat _them_ for the problems your government and system created, refuse to adapt, and complain that someone did. And _also_ , just like here in NYC.. the reason why a place gets taken over by a bunch of colored immigrants.. is usually because white people start _running_ . And again, the few that are left, complain about _their own_ fleeing, before doing so themselves. Hilarious. I'm in NYC, my neighborhood is literally every kind of immigrant, Filipino, Jamaican, West Indian, Indian, Haitian... all low to middle class, with some who really _saved_ up working for their 30-50 years here. Kids born or here since little kids, educated and making good money with few exceptions. And so of course the neighborhood.. looks just like any neighborhood in America (albeit denser and more traffic). Must be all that 'wokeness' in NYC. This has nothing to do with white or black or brown, of course. This dynamic plays out anywhere with people that are unwilling to challenge themselves and their ego just finding an easy scapegoat...
Identity Attack0.5485698
Insult0.4810288
Profanity0.6001929
Threat0.05688698
Severe Toxicity0.21290472
Moderate 0.5921536 Constructive 0.61 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
It's like this in Minnesota. I took a cross country road trip not too long ago and Minnesota of all places was flooded with Indians. What the f*** are giant groups of Indians doing in …
It's like this in Minnesota. I took a cross country road trip not too long ago and Minnesota of all places was flooded with Indians. What the f*** are giant groups of Indians doing in Minnesota lol
Identity Attack0.5698139
Insult0.46625584
Profanity0.5365423
Threat0.014911477
Severe Toxicity0.16960317
Moderate 0.5921536 Moderate Con 0.469 Identity Attack Fear_Threat
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
As an indian, we all know india is a trash country to LIVE in. Politics and religion illiteracy ruined the country lack of civic sense Its absolutely disgusting how these people are ruining the other …
As an indian, we all know india is a trash country to LIVE in. Politics and religion illiteracy ruined the country lack of civic sense Its absolutely disgusting how these people are ruining the other places like how they ruined their own place they're like the humans in Avatar movie 😂😂
Identity Attack0.5135796
Insult0.5130944
Profanity0.33453682
Threat0.02492592
Severe Toxicity0.16960317
Moderate 0.5921536 Moderate Con 0.328 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
dont lie..NOBODY is being deported from Canada...immigrants are tho turning around and going home on their own saying that place is a shithole , completely unaffordable
dont lie..NOBODY is being deported from Canada...immigrants are tho turning around and going home on their own saying that place is a shithole , completely unaffordable
Identity Attack0.3819294
Insult0.5130944
Profanity0.5249258
Threat0.009437286
Severe Toxicity0.038593806
Moderate 0.5885171 Moderate Con 0.382 Insult
Dec 30, 2025 2 likes Deportations From Canada at Their …

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.