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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 #}

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Active: "The worst is when all …" 203 comments · Page 3 of 9
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...
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...
Ban their book! Their book is against Christian and other religions! English - Muhsin Khan 6. Verily, those who disbelieve (in the religion of Islam, the Quran and Prophet Muhammad (Peace be upon him)) from …
Ban their book! Their book is against Christian and other religions! English - Muhsin Khan 6. Verily, those who disbelieve (in the religion of Islam, the Quran and Prophet Muhammad (Peace be upon him)) from among the people of the Scripture (Jews and Christians) and Al-Mushrikun will abide in the Fire of Hell. They are the worst of creatures. Al-Bayyinah | Surah 98 verse 6
Identity Attack0.57150364
Insult0.4125297
Profanity0.33141375
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.54823303 Low Con 0.192 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
India is worlds worst country ever, that's the reason..
India is worlds worst country ever, that's the reason..
Identity Attack0.57150364
Insult0.40698266
Profanity0.2376073
Threat0.025789235
Severe Toxicity0.11756202
Moderate 0.53579444 Low Con 0.184 Identity Attack
Jan 27, 2026 4 likes 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...
"Wanting your country to not turn into India is not racist" Look at some of the suburbs of Dallas where Telugu people live. Look at Oak Tree Rd Edison, NJ and the Little India section …
"Wanting your country to not turn into India is not racist" Look at some of the suburbs of Dallas where Telugu people live. Look at Oak Tree Rd Edison, NJ and the Little India section of Jersey City. Gross and disgusting. All the worst of Indian behaviors exhibited here. Why should I want this for my town or suburb in the US?
Identity Attack0.55044734
Insult0.4962726
Profanity0.16217725
Threat0.013702838
Severe Toxicity0.02458496
Moderate 0.51980776 Constructive 0.651 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a truck driver these people are the very worst drivers and they stink up the truck stops
As a truck driver these people are the very worst drivers and they stink up the truck stops
Identity Attack0.06613251
Insult0.5130944
Profanity0.2453505
Threat0.010887212
Severe Toxicity0.022452017
Moderate 0.5140397 Moderate Con 0.386 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
FIRST OF ALL WHO SAYS USA IS THE GGREATEST COUNTRY IN THE WORLD?. ITS ONE OF THE WORST COUNTRY TO LIVE IN. EVEN UR APPROACH TO MAKE THIS VIDEO IS ONLY TO GET VIRAL.
FIRST OF ALL WHO SAYS USA IS THE GGREATEST COUNTRY IN THE WORLD?. ITS ONE OF THE WORST COUNTRY TO LIVE IN. EVEN UR APPROACH TO MAKE THIS VIDEO IS ONLY TO GET VIRAL.
Identity Attack0.37012735
Insult0.3470427
Profanity0.21348765
Threat0.02682521
Severe Toxicity0.04397394
Moderate 0.5140397 Low Con 0.233 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are not as bad as muslims or blacks. They don't stab you or blow you up, worst case scenario they will mow you down with a semi truck.
Indians are not as bad as muslims or blacks. They don't stab you or blow you up, worst case scenario they will mow you down with a semi truck.
Identity Attack0.57150364
Insult0.34782293
Profanity0.24341469
Threat0.49142194
Severe Toxicity0.12809667
Moderate 0.50759226 Low Con 0.188 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The old ladies in the temple are the worst bunch 😅
The old ladies in the temple are the worst bunch 😅
Identity Attack0.44690517
Insult0.44802538
Profanity0.2258264
Threat0.012803185
Severe Toxicity0.023076924
Moderate 0.48141238 Moderate Con 0.319 Humor_Satire
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I use to live in a beautiful little neighborhood. Then the Somolians moved here . I swear they let the worst criminals immigrate here . They are thieves they fight and then run and hide …
I use to live in a beautiful little neighborhood. Then the Somolians moved here . I swear they let the worst criminals immigrate here . They are thieves they fight and then run and hide from the police in the Mosque. The Immam refused to let the police in to arrest them . Then we were hit by a load of Roma Gypsy's. They are absolute animals . No home was safe from they're breaking in . They break into cars , trucks and steal whatever isn't nailed down . Now tell me why I should be nice to these people and not be racist ?????😮😮😮😮😮😮😮
Identity Attack0.55011386
Insult0.47384647
Profanity0.30161268
Threat0.16383497
Severe Toxicity0.16960317
Moderate 0.48021027 Constructive 0.521 Identity Attack Unverified_Claim
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
I am laughing because hate is killing that white guy with a bike probably living the worst time of his life bcoz he is gonna be seeing African for a very long time
I am laughing because hate is killing that white guy with a bike probably living the worst time of his life bcoz he is gonna be seeing African for a very long time
Identity Attack0.5135796
Insult0.2659317
Profanity0.26583168
Threat0.44185185
Severe Toxicity0.14916596
Moderate 0.47900817 Moderate Con 0.385 Identity Attack Humor_Satire
Feb 21, 2026 Inside Canada's Indian Invasion...
We all remembered you MF JUSTIN TRUDEAU THE WORST PREMIER EVER IN CANADA HISTORY 😮😮😮😮F.....U JUSTIN TRUDEAU.
We all remembered you MF JUSTIN TRUDEAU THE WORST PREMIER EVER IN CANADA HISTORY 😮😮😮😮F.....U JUSTIN TRUDEAU.
Identity Attack0.04564415
Insult0.5130944
Profanity0.2847897
Threat0.009359611
Severe Toxicity0.023152983
Moderate 0.47900817 Low Con 0.195 Insult
Oct 6, 2025 1 likes Why Canadians Are Turning Against …
send them all back! worst culture I have ever encountered. now they are destroying our country. Canada is unrecognizable
send them all back! worst culture I have ever encountered. now they are destroying our country. Canada is unrecognizable
Identity Attack0.50515765
Insult0.40420914
Profanity0.072882555
Threat0.11769595
Severe Toxicity0.023199933
Moderate 0.47886392 Low Con 0.287 Identity Attack
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
2:30 typical rage bait content creator troll who calls himself a "journalist" showing some obscure street in a slum with trash on the side of the street isn't representative of Punjab or India kid. It's …
2:30 typical rage bait content creator troll who calls himself a "journalist" showing some obscure street in a slum with trash on the side of the street isn't representative of Punjab or India kid. It's funny how foreigners mostly w8tes will travel to India and purposely go to the worst places to travel (old delhi, varanasi, Calcutta) which is common knowledge not only amongst Indians themselves but amongst travelers globally, just so they can make negative videos for sensation and views and then assume the entire country looks like that. When the fact of the matter is India has beautiful beaches, resorts in the south (kerela goa etc ie tourist areas) beautiful mountains and snowy areas in the north like Shimla, Risikesh in states like himachal pradesh and uttarkhand, theres ther north east which has arunachal pradesh etc. Yet despite common knowledge amongst those who travel to India these vloggers choose to avoid such places for the former just for content and to make videos such as this. Channels like Chris Lewis, Alfonso and Jessica, Daily Max, Van Boys, GallivanterDom, Dunney Travels are much more honest and unbiased with their vlogs on India showing both the good and bad side of the country. Both the beautiful luxurious sides as well as the slums and poverty. Unlike vloggers like this who only show the negative sides of India for the sake of views, content and engagement farming. Positive videos on India never go as viral as the negative ones. The algorithm always pushes negativity over positivity
Identity Attack0.37655997
Insult0.44126466
Profanity0.29209393
Threat0.0347677
Severe Toxicity0.052940834
Moderate 0.47473195 Constructive 0.728 Policy_Critique
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
brampton is every white guy in the 80s worst nightmare
brampton is every white guy in the 80s worst nightmare
Identity Attack0.47178617
Insult0.40243408
Profanity0.19770569
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.219
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are not the worst, I found them cool, here in France we have the worst, the m.....
Indians are not the worst, I found them cool, here in France we have the worst, the m.....
Identity Attack0.4931391
Insult0.40243408
Profanity0.32479182
Threat0.014738814
Severe Toxicity0.028730227
Moderate 0.47119883 Moderate Con 0.469
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Those ppl are the worst
Those ppl are the worst
Identity Attack0.22707681
Insult0.4339631
Profanity0.2356715
Threat0.012854968
Severe Toxicity0.020257099
Moderate 0.47119883 Low Con 0.275 Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Invasion...
Indians in India are much better than what I am seeing here. Sorry, you people got the worst bunch out there. I guess it's the fault of the immigration system. How can they let those …
Indians in India are much better than what I am seeing here. Sorry, you people got the worst bunch out there. I guess it's the fault of the immigration system. How can they let those who can't even speak English get a visa? Is there no protocol? No process? No psychological test or background check? It shouldn't be this easy to get a visa! They are embarrasing India!
Identity Attack0.50588524
Insult0.4339631
Profanity0.1654338
Threat0.013165667
Severe Toxicity0.023411209
Moderate 0.47119883 Constructive 0.503 Identity Attack
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I would take the worst sikh over the best muslim.
I would take the worst sikh over the best muslim.
Identity Attack0.55044734
Insult0.34135336
Profanity0.20262444
Threat0.06658544
Severe Toxicity0.028730227
Moderate 0.47119883 Moderate Con 0.339 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Hate to say it, but bike guy is right. I work in a (genuinely) diverse area and African men are by far the worst customers. Incredibly condescending, interrupt me constantly, and if they have a …
Hate to say it, but bike guy is right. I work in a (genuinely) diverse area and African men are by far the worst customers. Incredibly condescending, interrupt me constantly, and if they have a wife/girlfriend with them, they're constantly berating her. I've found Indians are cheap but generally polite, the biggest problem is that there's just too damn many of them and they don't assimilate, so you become a stranger in your own hometown when they move in. I remember looking for a place to get takeout around my boyfriend's house and it was literally 90% Indian food, 10% pizza with butter chicken and tandoori toppings.
Identity Attack0.5135796
Insult0.4339631
Profanity0.4113413
Threat0.035113025
Severe Toxicity0.09649272
Moderate 0.46716887 Constructive 0.798 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
My townhouse neighbors are Indian. I can't even open a window without my living space and sense of smell getting assaulted by onions and garlic and a strong mix of Indian spices every day, multiple …
My townhouse neighbors are Indian. I can't even open a window without my living space and sense of smell getting assaulted by onions and garlic and a strong mix of Indian spices every day, multiple times a day. Worst yet, the stench sometimes hits between 2-4AM!!! WHO TF COOKS ONIONS AT 4AM?!!!!
Identity Attack0.44690517
Insult0.26957804
Profanity0.41031027
Threat0.019228047
Severe Toxicity0.03680043
Moderate 0.45751464 Constructive 0.63 Fear_Threat
Sep 21, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
The worst countries. Complete frauds.
The worst countries. Complete frauds.
Identity Attack0.3825363
Insult0.44464502
Profanity0.11354194
Threat0.008531082
Severe Toxicity0.01935331
Moderate 0.45549932 Low Con 0.136
Oct 7, 2025 IRCC Names India in Study …
They took the title of the WORST aggressive, careless, rude drivers.
They took the title of the WORST aggressive, careless, rude drivers.
Identity Attack0.013847848
Insult0.5130944
Profanity0.03389629
Threat0.008582866
Severe Toxicity0.010757446
Moderate 0.45396814 Moderate Con 0.33 Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate …
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate clearly and give a voice for their community but no, he goes for the fresh immigrants that barely know english to interview. Just look at the picture he's trying to paint 😂 Oh and that border hopping scheme? There's malicious people in EVERY culture/religion, acting like whites and blacks don't do the same shit. You can't show this negative narrative on this community by focusing on the worst. No one likes to talk about the Sikhs that feed SO MANY homeless people in downtown toronto every year. I bet you didn't know every gurdwara feeds anyone anytime. I can speak for the Sikhs i've seen first hand how they are for the community. wtvr pays the bills ig 🥀🥀
Identity Attack0.45610145
Insult0.4339631
Profanity0.16775991
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.747 Policy_Critique
Jan 27, 2026 3 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.