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: "I am so glad... you …" 108 comments · Page 1 of 5
Am glad you think that “Fat Cracker” joke is funny calling African illiterate and low IQ and saying “Rape” is part of African culture is crazy! Shame on you bro! And you stood there and …
Am glad you think that “Fat Cracker” joke is funny calling African illiterate and low IQ and saying “Rape” is part of African culture is crazy! Shame on you bro! And you stood there and laugh smh…! lol go on “EDP WATCH” see what “American are doing” fucking dumb ass!
Identity Attack0.57150364
Insult0.71027446
Profanity0.764141
Threat0.16067244
Severe Toxicity0.45895407
Toxic 0.8778702 Low Con 0.227 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'm glad I'm not in Canada. By the looks of it I'm sure it will smell like another shit hole.
I'm glad I'm not in Canada. By the looks of it I'm sure it will smell like another shit hole.
Identity Attack0.4774257
Insult0.57566804
Profanity0.7888968
Threat0.013321015
Severe Toxicity0.22513679
Toxic 0.8403191 Moderate Con 0.382 Insult Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Glad to know that I’m not insane. I live in the GTA Immigration is a fucking problem
Glad to know that I’m not insane. I live in the GTA Immigration is a fucking problem
Identity Attack0.46028158
Insult0.43450394
Profanity0.77181685
Threat0.011638066
Severe Toxicity0.19149859
Toxic 0.76523775 Moderate Con 0.5
Jun 19, 2025 How Canada broke its immigration …
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś …
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś off to make ends meet) It’s a real piss off! The ones who help them commit fraud are a disgrace to ALL INDIANS! I’m glad this is coming to light
Identity Attack0.47178617
Insult0.7762574
Profanity0.41081807
Threat0.01698343
Severe Toxicity0.18538254
Toxic 0.76197964 Constructive 0.508 Insult Moral_Argument
Oct 2, 2025 IRCC Names India in Study …
Ontarians spent decades crying about Quebec trying to keep their culture and language alive, saying they should be forced to integrate into broader Canadian Culture. And then they decide to just become India and China. …
Ontarians spent decades crying about Quebec trying to keep their culture and language alive, saying they should be forced to integrate into broader Canadian Culture. And then they decide to just become India and China. Very cool, Ontario. Glad Quebecois never listened to you self destructive idiots.
Identity Attack0.28034934
Insult0.7762574
Profanity0.26641908
Threat0.0130621
Severe Toxicity0.02378681
Toxic 0.73663366 Low Con 0.291 Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
fucking right tyler im glad you did this, the town i live in is a smallish town and got invaded in the last few years about 2 hours away from Pearson, its fucking insane how …
fucking right tyler im glad you did this, the town i live in is a smallish town and got invaded in the last few years about 2 hours away from Pearson, its fucking insane how many and how fast it happened
Identity Attack0.060675595
Insult0.35849577
Profanity0.8117245
Threat0.013113883
Severe Toxicity0.232236
Toxic 0.71760553 Constructive 0.607 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, Top 1 HDI, the good version of America. Sad to see how it turned out, same shit for Australia, glad we don't have this in france yet
Identity Attack0.46028158
Insult0.4339631
Profanity0.78491896
Threat0.011430934
Severe Toxicity0.24482845
Moderate 0.68408644 Constructive 0.624 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
No housing for Canadian seniors liberal are as bad as conservatives. I am gladly leaving Canada. I’m ashamed of Canada. Your a liar
No housing for Canadian seniors liberal are as bad as conservatives. I am gladly leaving Canada. I’m ashamed of Canada. Your a liar
Identity Attack0.36702603
Insult0.71120167
Profanity0.0913099
Threat0.008738215
Severe Toxicity0.023076924
Moderate 0.6667219 Moderate Con 0.342 Insult
Dec 30, 2017 1 likes How much do refugees and …
I'm glad I'm seeing more people talk about this stuff publicly. The problem is though is that its more than just Brampton. Its our entire fucking country
I'm glad I'm seeing more people talk about this stuff publicly. The problem is though is that its more than just Brampton. Its our entire fucking country
Identity Attack0.16993292
Insult0.37279442
Profanity0.7785769
Threat0.008556974
Severe Toxicity0.104393706
Moderate 0.6611249 Constructive 0.603
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
Have we been living in the fictional version of the world all this time while scamming, trafficking, killing and more is the real version? I fucking hope not. Would gladly gun down every single one …
Have we been living in the fictional version of the world all this time while scamming, trafficking, killing and more is the real version? I fucking hope not. Would gladly gun down every single one of them if i had the man power and resoruces to do it
Identity Attack0.099899694
Insult0.36798462
Profanity0.57488567
Threat0.53875744
Severe Toxicity0.23224287
Moderate 0.6289369 Moderate Con 0.333 Threat Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Glad Indians are ruining white countries, these p3does deserve much worse 😂
Glad Indians are ruining white countries, these p3does deserve much worse 😂
Identity Attack0.6458014
Insult0.4596616
Profanity0.3496935
Threat0.34804323
Severe Toxicity0.23224458
Moderate 0.62702215 Low Con 0.166 Identity Attack Identity_Assertion
Feb 9, 2026 Inside Canada's Indian Invasion...
Go to Edison or Jersey City, NJ. Same shit. I thought about moving to Toronto, and when I see things like this I am so glad I didn't.
Go to Edison or Jersey City, NJ. Same shit. I thought about moving to Toronto, and when I see things like this I am so glad I didn't.
Identity Attack0.0775651
Insult0.36193377
Profanity0.70384485
Threat0.009540852
Severe Toxicity0.024678862
Moderate 0.62136006 Constructive 0.555 Fear_Threat
Jan 27, 2026 1 likes 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)
Ontario is such a 💩 hole I'm glad I don't live there anymore
Ontario is such a 💩 hole I'm glad I don't live there anymore
Identity Attack0.44690517
Insult0.5130944
Profanity0.41436642
Threat0.027170537
Severe Toxicity0.16960317
Moderate 0.60152835 Moderate Con 0.364 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
CONSIDER ME THE KKK THEN BECAUSE I DONT WANT THESE PARASITES IN AMERICA THEY ARE NOT WELCOME AND I AM GLAD MORE AND MORE PEOPLE ARE STARTING TO FEEL THE SAME WAY I DO!..I DONT …
CONSIDER ME THE KKK THEN BECAUSE I DONT WANT THESE PARASITES IN AMERICA THEY ARE NOT WELCOME AND I AM GLAD MORE AND MORE PEOPLE ARE STARTING TO FEEL THE SAME WAY I DO!..I DONT WANT TO END UP LIKE THE UK OR CANADA I AM SO THANKFUL THAT WE HAVE A PRESIDENT WHO FEELS THE SAME WAY ALSO AND THE WAY HE'S SETTING US UP FOR THE NEXT PRESIDENT TO CARRY OUT HIS PLANS SO WE CAN KEEP AMERICA TRADITIONAL!❤
Identity Attack0.46028158
Insult0.5678696
Profanity0.2963245
Threat0.09929679
Severe Toxicity0.16960317
Moderate 0.5972042 Moderate Con 0.493 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of these people pay taxes,almost everyone seen in the video works,and last I checked even blue collar workers pay taxes,from an uber eats driver to the nurse These people come here legally paying double and triple in fees,they're not illegal immigrants like many in USA The church was sold willingly for money and then the temple was built,all temples pay property taxes and were bought with money No one wants to talk about diploma mills willingly giving admissions to the students The people welcomed the youtuber with open arms,explained things,gave answers and a lot of food Some things need improvement I totally agree like Indians need to maintain cleanliness and integrate but overall what a piece of propaganda this video is,people in comments literally ignoring how welcoming the people were to this youtuber That guy is totally right,people don't really face racism irl Anyways I am glad people irl are not like people online,I love Canada and always will and I'm proud of how welcoming and open Canada is 🇨🇦❤️
Identity Attack0.24293575
Insult0.53014356
Profanity0.16496858
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.50759226 Constructive 0.817 Insult Policy_Critique
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
If Carney "doesn't suffer fools gladly" he would have gotten rid of most of his Ministers long ago. He deliberately promotes people far above their abilities simply because HE DOES NOT CARE.
If Carney "doesn't suffer fools gladly" he would have gotten rid of most of his Ministers long ago. He deliberately promotes people far above their abilities simply because HE DOES NOT CARE.
Identity Attack0.011839314
Insult0.5678696
Profanity0.094542764
Threat0.038220957
Severe Toxicity0.013607788
Moderate 0.4977744 Low Con 0.269 Insult Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on …
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on Indians who are paying humongous sums to live in countries like Canada!! Big big difference!!! And yes it’s racism cuz you’re scared of the fact that someone more compatible is replacing you in wrk cuz of better skills, work ethics, and discipline!!
Identity Attack0.5135796
Insult0.3406697
Profanity0.0913099
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.624 Identity Attack Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of …
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of epic proportions of immigration! Those People Don't Give a Sh1t About Our Beautiful Nature ,which is what Canada holds Dearly! Fm
Identity Attack0.41052565
Insult0.37279442
Profanity0.4044591
Threat0.011456826
Severe Toxicity0.023458159
Moderate 0.4475325 Constructive 0.628 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I would gladly and happily vote for the party and candidate who would reduce the immigration to practically zero. We need to fix this country which has been practically inundated by human filth.
I would gladly and happily vote for the party and candidate who would reduce the immigration to practically zero. We need to fix this country which has been practically inundated by human filth.
Identity Attack0.27171627
Insult0.46173862
Profanity0.16589902
Threat0.013424582
Severe Toxicity0.01754573
Moderate 0.4394682 Moderate Con 0.432 Call_To_Action
Feb 23, 2026 1 likes LILLEY UNLEASHED: The fall of …
A racist man gave a platform to racist people to cash in on racist content. And luckily for him, hating on Indians is the norm now. Glad he’s at least staying relevant
A racist man gave a platform to racist people to cash in on racist content. And luckily for him, hating on Indians is the norm now. Glad he’s at least staying relevant
Identity Attack0.44690517
Insult0.33998606
Profanity0.13256322
Threat0.015774792
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.278 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. …
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. You did with buddy, from New York or Chicago. I loved that podcast so good one. And you're right on everything you said about them and the way they get in
Identity Attack0.10221587
Insult0.25602314
Profanity0.46460027
Threat0.011120236
Severe Toxicity0.02416241
Moderate 0.4269174 Constructive 0.791 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the best. Those who do not contribute to society and merely leech off of it are the true dregs. That applies the same to a white man with needles harassing people under a bridge and a black man in a hoodie and mask robbing a convenience store (non-Indian stereotypes) as it does to any immigrant who hops the border and expects this country to fund their way. That said, there have been far too many immigrants in the last decade, regardless of origin. I've lived in my small town in BC for 37 years and somehow I cannot get a family doctor (I visit all of the local clinics annually and am on the provincial waiting list) while a lot of newer residents seem to have a doctor within months of moving here. I am glad I bought my house when I did, I would not be able to afford one today. I am not against legal immigration, just slow it down so the infrastructure can support it and properly vet those who apply. The system for deportment currently employed in the US is far too hastened and imperfect for my liking but the lack-of-a-system (or heck, acknowledgement) that this is even an issue by the current and previous Canadian governments is equally as concerning (arguably more, other folks can debate the politics of it).
Identity Attack0.4482637
Insult0.36798462
Profanity0.16869035
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.828 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I AM SO GLAD TRUMP IS IN OFFICE AND CRACKING DOWN ON MIGRANTS COMING INTO AMERICA. FOR YOU INDIA PEOPLE MOVING INTO ANOTHER COUNTRY AND CULTURE PUTTING STATUES ON SOMEONE ELSES LAND IS DISRESPECTFUL
I AM SO GLAD TRUMP IS IN OFFICE AND CRACKING DOWN ON MIGRANTS COMING INTO AMERICA. FOR YOU INDIA PEOPLE MOVING INTO ANOTHER COUNTRY AND CULTURE PUTTING STATUES ON SOMEONE ELSES LAND IS DISRESPECTFUL
Identity Attack0.44690517
Insult0.24928534
Profanity0.06796519
Threat0.039602257
Severe Toxicity0.023076924
Moderate 0.39231625 Moderate Con 0.428 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...

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.