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: "Indian is the worst. Any …" 60 comments · Page 1 of 3
Disgusting.. muslims, islamic people, indians... it's funny how all these shit countries also happen to have the worst people & when they migrate to better countries, instead of assimilating and improving.. they bring the same …
Disgusting.. muslims, islamic people, indians... it's funny how all these shit countries also happen to have the worst people & when they migrate to better countries, instead of assimilating and improving.. they bring the same shit that makes their own countries crap.
Identity Attack0.79850346
Insult0.7492263
Profanity0.80158395
Threat0.038911607
Severe Toxicity0.47886345
Toxic 0.9209984 Low Con 0.217 Identity Attack Insult Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Indians are the worst...dirty rude and cheap. They cocky too
Indians are the worst...dirty rude and cheap. They cocky too
Identity Attack0.7895903
Insult0.82974654
Profanity0.6528205
Threat0.04029291
Severe Toxicity0.45895407
Toxic 0.91625386 Moderate Con 0.336 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
These Indian people are the worst type of people in the world. I don’t care what you say. We have to deport every Indian in this country, including America and Canada. They don’t belong here …
These Indian people are the worst type of people in the world. I don’t care what you say. We have to deport every Indian in this country, including America and Canada. They don’t belong here and they need to go back where they came from. Nobody really likes them. They are the dirtiest people on the Earth. They really are the dirtiest people on earth like you can’t even argue with it. They’re disgusting.
Identity Attack0.7895903
Insult0.6991143
Profanity0.39409557
Threat0.13815513
Severe Toxicity0.44713756
Toxic 0.8252207 Moderate Con 0.332 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
😢Dude, you might be the worst "journalist" ever Like bro, go back to making Mr Beast videos But srsly, way to just piggyback off nick shirley in attempt that you can use your xenophobic/racist narratives …
😢Dude, you might be the worst "journalist" ever Like bro, go back to making Mr Beast videos But srsly, way to just piggyback off nick shirley in attempt that you can use your xenophobic/racist narratives to bait views "Inside Canada's Indian invasion", it's one fucking town in Canada.. Hate to break it to you there's thousands of towns across the world that have large ethnic communities Just shut your channel down, or go back to making more brain rot 🤦you're the problem in this world
Identity Attack0.38185352
Insult0.65129566
Profanity0.541926
Threat0.18597278
Severe Toxicity0.45895407
Toxic 0.82048255 Moderate Con 0.407 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian drivers are the worst. They are always the ones aggressively swerving between lanes as if their tiny penis will fall off if another driver was in front of them.
Indian drivers are the worst. They are always the ones aggressively swerving between lanes as if their tiny penis will fall off if another driver was in front of them.
Identity Attack0.6007182
Insult0.61794597
Profanity0.5722072
Threat0.043955702
Severe Toxicity0.23224974
Toxic 0.78711975 Low Con 0.208 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
These indians are the worst individuals in Canada! Tyler retard, can you do a better job in showing how bad they are!just like you!! 😂😂😂
These indians are the worst individuals in Canada! Tyler retard, can you do a better job in showing how bad they are!just like you!! 😂😂😂
Identity Attack0.69783735
Insult0.6991143
Profanity0.36230123
Threat0.02440793
Severe Toxicity0.35368225
Toxic 0.7856813 Low Con 0.208 Identity Attack Insult Identity_Assertion
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does …
So the worst thing Indians did was come to Brampton and drive bad? 😂 Poor white trash dude needs a cultural education about people from other county. Doesn't know shit about Indians or Africans. Does he not know that people can be Indian and Muslim as well?
Identity Attack0.6853638
Insult0.6308392
Profanity0.59166485
Threat0.05688698
Severe Toxicity0.35368225
Toxic 0.7570315 Moderate Con 0.393 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Not all immigrants are the same. Canada just made the mistake of importing the worst kind the most, the damned Indians.
Not all immigrants are the same. Canada just made the mistake of importing the worst kind the most, the damned Indians.
Identity Attack0.6990888
Insult0.6500014
Profanity0.5711371
Threat0.018710058
Severe Toxicity0.2733782
Toxic 0.7570315 Low Con 0.19 Identity Attack Insult Fear_Threat
Feb 22, 2026 2 likes LILLEY UNLEASHED: The fall of …
Bro they are the WORST TRUCK DRIVERS! THE INDIANS ARABS AND AFRICANS ARE TERRIFYING TO DRIVE AROUND!
Bro they are the WORST TRUCK DRIVERS! THE INDIANS ARABS AND AFRICANS ARE TERRIFYING TO DRIVE AROUND!
Identity Attack0.6728028
Insult0.54471385
Profanity0.27342406
Threat0.039256934
Severe Toxicity0.2847981
Toxic 0.718943 Moderate Con 0.314 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians and asians are the worst drivers. Next african american and all females. Sorry just saying lol
Indians and asians are the worst drivers. Next african american and all females. Sorry just saying lol
Identity Attack0.71678543
Insult0.48228607
Profanity0.27747265
Threat0.029069828
Severe Toxicity0.20984669
Moderate 0.6744087 Moderate Con 0.353 Identity Attack Unverified_Claim
Mar 3, 2026 Inside Canada's Indian Invasion...
Punjabs are the worst type of Indians
Punjabs are the worst type of Indians
Identity Attack0.70098627
Insult0.5130944
Profanity0.33376193
Threat0.031314444
Severe Toxicity0.2322566
Moderate 0.6667219 Low Con 0.213 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are the worst get em out! 🤨
Indians are the worst get em out! 🤨
Identity Attack0.69661283
Insult0.5015486
Profanity0.31043148
Threat0.13161413
Severe Toxicity0.23225488
Moderate 0.6667219 Low Con 0.197 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians can't drive 😂 the worst drivers in the world
Indians can't drive 😂 the worst drivers in the world
Identity Attack0.6458014
Insult0.47384647
Profanity0.26937544
Threat0.020782012
Severe Toxicity0.16960317
Moderate 0.6588125 Low Con 0.136 Identity Attack Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Indian Hindus are bad deport them immediately and bring somalis, sudanese , libyans, iraqis ,syrians , yemenis, pakistaniz , afghaniz, chechens , Palestinians muzlims these are the people who will help build your country they …
Indian Hindus are bad deport them immediately and bring somalis, sudanese , libyans, iraqis ,syrians , yemenis, pakistaniz , afghaniz, chechens , Palestinians muzlims these are the people who will help build your country they don't blow themselves like indian Hindus they don't plough their vehicles through christmas parade they don't do 9/11 , they don't feed hungry people in gurudwaras ,Hare Krishna movement, ISCKON .Indian Hindus are the worst deport them immediately
Identity Attack0.69783735
Insult0.54471385
Profanity0.33453682
Threat0.4467921
Severe Toxicity0.45895407
Moderate 0.6544696 Moderate Con 0.33 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Indians are the worst drivers I live in northern va and they are terrible
Indians are the worst drivers I live in northern va and they are terrible
Identity Attack0.6413409
Insult0.5130944
Profanity0.3158166
Threat0.014220826
Severe Toxicity0.16960317
Moderate 0.6544696 Moderate Con 0.403 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian is the worst. Any elements you name it they are the worst
Indian is the worst. Any elements you name it they are the worst
Identity Attack0.6649212
Insult0.47384647
Profanity0.29209393
Threat0.021645326
Severe Toxicity0.19149859
Moderate 0.6426206 Low Con 0.189 Identity Attack Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
In Malaysia we take Indians anyday than Muslim, which are the worst human being
In Malaysia we take Indians anyday than Muslim, which are the worst human being
Identity Attack0.6649212
Insult0.5130944
Profanity0.30161268
Threat0.07016479
Severe Toxicity0.23225316
Moderate 0.6407703 Moderate Con 0.308 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The worst part about Indians is how utterly racist they are to other races in Canada. They meatride white people so hard just for jobs. But the moment they interact with anybody else even remotely …
The worst part about Indians is how utterly racist they are to other races in Canada. They meatride white people so hard just for jobs. But the moment they interact with anybody else even remotely melanted, they just treat them like trash. Litterally just bringing the caste system to Canada. You dont hate em enough
Identity Attack0.5913144
Insult0.5423875
Profanity0.26735115
Threat0.012026439
Severe Toxicity0.056527592
Moderate 0.5885171 Moderate Con 0.455 Identity Attack Insult Identity_Assertion
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian living in India this was so embarrassing. I didn't know Canada was this fucked..like I always heard some racism faced by Indians from the Canadian ppl now I understand why. I mean …
As an Indian living in India this was so embarrassing. I didn't know Canada was this fucked..like I always heard some racism faced by Indians from the Canadian ppl now I understand why. I mean imagine this happened to India, prolly Indians would react the same or even worst than that. And on top of that, some Khalistani terrorists are set free in Canada.
Identity Attack0.5203519
Insult0.48313886
Profanity0.5318404
Threat0.025443908
Severe Toxicity0.16960317
Moderate 0.5885171 Constructive 0.589 Identity Attack Personal_Narrative
Feb 11, 2026 Inside Canada's Indian Invasion...
FYI, The worst class of Indians are going to Canada btw, my reply to that racist guy.
FYI, The worst class of Indians are going to Canada btw, my reply to that racist guy.
Identity Attack0.55044734
Insult0.5130944
Profanity0.11539881
Threat0.0103175985
Severe Toxicity0.023076924
Moderate 0.5779532 Low Con 0.276 Identity Attack Insult Identity_Assertion
Mar 1, 2026 Inside Canada's Indian Invasion...
Indians are in fact not nice people, as a Canadian I can confirm this and I'm not sure why everyone disagrees. They only hire each other, they are extremely rude and refuse to interact with …
Indians are in fact not nice people, as a Canadian I can confirm this and I'm not sure why everyone disagrees. They only hire each other, they are extremely rude and refuse to interact with anyone who isn't them, and they bring their class system they have in India here as well. They are some of the worst people I have ever had the displeasure of dealing with.
Identity Attack0.6220118
Insult0.5130944
Profanity0.20700185
Threat0.012854968
Severe Toxicity0.104393706
Moderate 0.57271194 Constructive 0.656 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The entire province of Ontario is starting to look like Brampton. I live in Guelph and I just quit my job after only 3 months because I had to keep telling my supervisor that I …
The entire province of Ontario is starting to look like Brampton. I live in Guelph and I just quit my job after only 3 months because I had to keep telling my supervisor that I didn't speak Indian!!! I'm not working another second until every Indian is deported. I am not training a terrorist to be a normal citizen. They're all saboting scumbags too. Especially the gen z Indians! They are the worst. Lazy, entitled, always on their phones and constantly wonders why white ppl work so hard. Yknow if you work hard your day will go by quicker.
Identity Attack0.5516043
Insult0.5678696
Profanity0.36230123
Threat0.04686524
Severe Toxicity0.16960317
Moderate 0.57271194 Constructive 0.562 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The hanuman monkey from India is the worst Indian part. Surprised it’s shaved and standing naked in a freezing weather
The hanuman monkey from India is the worst Indian part. Surprised it’s shaved and standing naked in a freezing weather
Identity Attack0.55044734
Insult0.4986907
Profanity0.36230123
Threat0.035803676
Severe Toxicity0.3476075
Moderate 0.57271194 Low Con 0.269 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Identity Attack0.27682206
Insult0.48228607
Profanity0.41570562
Threat0.07093142
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.673 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
INDIAN THE WORST DRIVER
INDIAN THE WORST DRIVER
Identity Attack0.55044734
Insult0.46625584
Profanity0.25001678
Threat0.013631714
Severe Toxicity0.1465323
Moderate 0.52811706 Low Con 0.153 Identity Attack Identity_Assertion
Feb 22, 2026 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.