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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: "So where will these people …" 4,268 comments · Page 54 of 171
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst …
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst themselves and enjoy their culture at home. The guy with the bike is disgusting with his comments about people from Africa. A few bad people don't describe an entire race. One of the dumbest things a person can do is bring a weapon with them unless they are trained on how to use it. Meeting a human smuggler is dangerous and stupid.
Identity Attack0.2308735
Insult0.47020787
Profanity0.16217725
Threat0.04098356
Severe Toxicity0.017610285
Moderate 0.4014846 Constructive 0.71 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
“People are very friendly and dey r nize.” “These people are yucky and a liability”
“People are very friendly and dey r nize.” “These people are yucky and a liability”
Identity Attack0.038167715
Insult0.44464502
Profanity0.34391102
Threat0.009722093
Severe Toxicity0.02077355
Moderate 0.4014846 Moderate Con 0.389 Humor_Satire
Feb 6, 2026 Inside Canada's Indian Invasion...
I love how you interview the ignorant people as much as the normal people.
I love how you interview the ignorant people as much as the normal people.
Identity Attack0.012240025
Insult0.47384647
Profanity0.12639372
Threat0.007353018
Severe Toxicity0.005645752
Moderate 0.4014846 Low Con 0.27
Nov 17, 2025 Inside Canada's Indian Metropolis (Brampton)
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved …
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved them?!?!? And when they come for work etc. You are OFFENDED?! Pay for your previous sins bro!
Identity Attack0.38826546
Insult0.3388922
Profanity0.14666493
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.478 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group "Khalistan" And you did illegal things without canada police permission Then why is video title like that?? Just ask Indian Punjabi how they feel about india... Punjab is jwel of india
Identity Attack0.46050715
Insult0.32211447
Profanity0.064458095
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.529 Policy_Critique
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
people came here as a student paid thousands of dollars are offering free food to all. shame for white people who captured canada decades ago😂😂
people came here as a student paid thousands of dollars are offering free food to all. shame for white people who captured canada decades ago😂😂
Identity Attack0.46028158
Insult0.25205973
Profanity0.049427703
Threat0.009023022
Severe Toxicity0.015867263
Moderate 0.4014846 Moderate Con 0.335 Moral_Argument
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Born and raised white canadian here ... this country is doomed I've watched it slowly fall apart for 20 years now. There is literally one white person per 100 people I see now. The goverment …
Born and raised white canadian here ... this country is doomed I've watched it slowly fall apart for 20 years now. There is literally one white person per 100 people I see now. The goverment does not care about whites anymore . Only a matter of time before they wipe us out
Identity Attack0.4907465
Insult0.24903896
Profanity0.092279755
Threat0.07093142
Severe Toxicity0.02296847
Moderate 0.4014846 Moderate Con 0.456 Fear_Threat
Feb 26, 2026 Inside Canada's Indian Invasion...
😂 So racist people are LOSING to immigrants
😂 So racist people are LOSING to immigrants
Identity Attack0.39677486
Insult0.31740165
Profanity0.10116278
Threat0.007870848
Severe Toxicity0.019740647
Moderate 0.4014846 Low Con 0.157 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
It is okay as long as they are Sikh people, just don't let the puppeteers.
It is okay as long as they are Sikh people, just don't let the puppeteers.
Identity Attack0.44690517
Insult0.39743927
Profanity0.17473823
Threat0.018710058
Severe Toxicity0.02077355
Moderate 0.4014846 Low Con 0.298 Identity_Assertion
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about …
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about an American education system would compare to say the local village school in rural Kenya? Do you think something like that would play a part in iq level? Some of you need to get your own checked I swear. 35% of Kenyans live under the FOOD poverty standard. 18.3 million people live under the food poverty line in the United States (13%> of US population) 18.5 million live under the food poverty line in Kenya. The population of Kenya is around 53 million. That’s just over 1/7 of the US population. Do you think that maybe plays a part? That’s only one country, we can keep going, if you crunch the numbers on the whole continent it’s so obvious that you’d have to be .. low iq not to see it lol.
Identity Attack0.37082586
Insult0.4125297
Profanity0.07223598
Threat0.009281937
Severe Toxicity0.018707745
Moderate 0.4014846 Moderate Con 0.48
Jan 27, 2026 Inside Canada's Indian Invasion...
I wonder why some people cry about being a minority and wondering why there are so many immigrants. 1. Immigrants are here to pay for your old age benefits. 2. The whites are a minority …
I wonder why some people cry about being a minority and wondering why there are so many immigrants. 1. Immigrants are here to pay for your old age benefits. 2. The whites are a minority because of a non-existent family value. 90% come from divorced parents or parents who never married. They also are barely interested in taking the responsibility of having children. A generation that turned away from God and wonder why they are getting extinct! It is also pathetic to see a lot of new immigrants not wanting to keep the city clean and carry on some of the good practices of the people who lived here before.
Identity Attack0.44690517
Insult0.40243408
Profanity0.13344458
Threat0.009722093
Severe Toxicity0.020127986
Moderate 0.4014846 Constructive 0.54 Moral_Argument
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
White people as usual never look inwards, sitting on stolen NATIVE LANDS life off stolen wealth but see problems only among others.
White people as usual never look inwards, sitting on stolen NATIVE LANDS life off stolen wealth but see problems only among others.
Identity Attack0.46614665
Insult0.26957804
Profanity0.08678388
Threat0.010421164
Severe Toxicity0.019095084
Moderate 0.4014846 Low Con 0.208
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
These are Punjabis who are closer to ethnic Pakistanis than Indians. Most of these punjabis aren't hindu, and don't like hindu. Don't associate them with Indians. They treat Indians horribly, and aren't hardworking, smart, or …
These are Punjabis who are closer to ethnic Pakistanis than Indians. Most of these punjabis aren't hindu, and don't like hindu. Don't associate them with Indians. They treat Indians horribly, and aren't hardworking, smart, or educated like Indian diasporic community. As an Indian Muslim, most Indians do not like these people. Hindus and Muslims don't behave like these Sikhs.
Identity Attack0.5135796
Insult0.35161978
Profanity0.17008601
Threat0.018710058
Severe Toxicity0.023317307
Moderate 0.4014846 Constructive 0.664 Identity Attack Identity_Assertion
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
Identity Attack0.43896464
Insult0.36798462
Profanity0.041912504
Threat0.0072235605
Severe Toxicity0.016900165
Moderate 0.4014846 Low Con 0.185 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
0:36 "Khalistan" 😂. You make life so shxt to the point people don't wanna have kids only to outsource em. Modern day call centre💁🏽‍♂️
0:36 "Khalistan" 😂. You make life so shxt to the point people don't wanna have kids only to outsource em. Modern day call centre💁🏽‍♂️
Identity Attack0.2774022
Insult0.26957804
Profanity0.33141375
Threat0.015602129
Severe Toxicity0.023458159
Moderate 0.4014846 Low Con 0.282 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Hmmm starting to feel Tyler's pushing an agenda. Why havent you investigated ICE? When all the Venezuelan stuff was going on in Colorado you had a video up in like 5 days. Is it because …
Hmmm starting to feel Tyler's pushing an agenda. Why havent you investigated ICE? When all the Venezuelan stuff was going on in Colorado you had a video up in like 5 days. Is it because brown people are bad?
Identity Attack0.4830652
Insult0.30797598
Profanity0.10363861
Threat0.009592636
Severe Toxicity0.015157142
Moderate 0.4014846 Moderate Con 0.424 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one …
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one cause i agree some people in India are not educated enough to not fall for the so called "healthy tips" given by some brain washers in India on the basis of religion and as people say they are always on their phones and talking loudly and other things i will just say one thing see Canada born Indian's they are same as normal Canadian kids its just that their parents migrated from India to Canada and they lived half of their life in India soo in India it is common to do things like this they just need some time to adjust and even after 10 20 years they still act like this then please just see their kids they are well behaved and know how to behave in this country and i am not talking about eating poo cause that's just straight up bs yes i agree some do eat but not on regular basis and those who eat are not even 0.1% of Indians they are just less educated people those don't believe on modern meds and just get brainwashed by so called religious guru's who says drink cow piss and eat cow dung that is just bs and non educated Indian's don't get it, that's my time you are free to argue on some points in the reply's. Thank you
Identity Attack0.43896464
Insult0.39297962
Profanity0.240511
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.758
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Please remove that dirty blue statue or any Indian statue , like do Indian people think they are blue ?
Please remove that dirty blue statue or any Indian statue , like do Indian people think they are blue ?
Identity Attack0.44690517
Insult0.3388922
Profanity0.16822512
Threat0.023889944
Severe Toxicity0.022839356
Moderate 0.4014846 Low Con 0.21 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
8:30 I am not really sure about what that bold guy says is entirely true. How can one drive an uber without a license. Uber and Lyft put you through a process before you drive. …
8:30 I am not really sure about what that bold guy says is entirely true. How can one drive an uber without a license. Uber and Lyft put you through a process before you drive. You can't operate on their app without being vetted and if he saw someone using someone else's uber he should report their ass ASAP. Assimilation is cultural difference is a real problem I agree but a lot of Immigrants are hardworking law abiding people.
Identity Attack0.11512129
Insult0.26957804
Profanity0.39409557
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.854
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
When this video goes down you peoples question ceo of youtube (who is indian) but now video is again on YouTube now will you praise that ceo?? Question to you all white peoples
When this video goes down you peoples question ceo of youtube (who is indian) but now video is again on YouTube now will you praise that ceo?? Question to you all white peoples
Identity Attack0.46028158
Insult0.19500497
Profanity0.15812257
Threat0.029069828
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.246 Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Pretty ironic, givin that all the white people are colonizers originally
Pretty ironic, givin that all the white people are colonizers originally
Identity Attack0.48915586
Insult0.24928534
Profanity0.1352073
Threat0.009230154
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.208 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians just created another Mini India in front of the white people right under there nose .
Indians just created another Mini India in front of the white people right under there nose .
Identity Attack0.46028158
Insult0.26957804
Profanity0.19155724
Threat0.053007595
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.138
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
No wgite people in Brampton anymore is crazy work Trudeau
No wgite people in Brampton anymore is crazy work Trudeau
Identity Attack0.44690517
Insult0.36798462
Profanity0.084844165
Threat0.010421164
Severe Toxicity0.017610285
Moderate 0.4014846 Low Con 0.232 Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
People say how tragic, but it's the politicians whom they voted to power that welcomed these evil people with open arms, defending them in parliament. They bring these people to get the work dirty work …
People say how tragic, but it's the politicians whom they voted to power that welcomed these evil people with open arms, defending them in parliament. They bring these people to get the work dirty work done and defend them like in a situation at this time saying people are racist Islamophobic etc and give them everything they want backed by extremist organizations and political parties given a passport and get them to vote for them🗳 These extremists hate all religions, white people, western countries except Islam and terrorism around the world 🌎 🙄 😒 😑 😴 🤣
Identity Attack0.39870077
Insult0.40243408
Profanity0.11477985
Threat0.027515862
Severe Toxicity0.021031776
Moderate 0.4014846 Moderate Con 0.499
Dec 24, 2025 1 likes Deportations From Canada at Their …
And yet they let Indians in? I wonder why. Why on earth let a group of people into a country who can actually contribute to the economy? If they didn’t want them there , they …
And yet they let Indians in? I wonder why. Why on earth let a group of people into a country who can actually contribute to the economy? If they didn’t want them there , they should’ve never let Indians in.
Identity Attack0.50515604
Insult0.23704576
Profanity0.17287734
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.291 Identity Attack Economic_Argument
Jan 28, 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.