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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 only people you should …" 4,268 comments · Page 68 of 171
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and …
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and do daily riots and try to claim the land without even doing any progress in the country....while indians who work hard for the country they live in make it prosperous with opportunity they do philanthropy, charity still getting hate for few bad people... You people really don't deserve kindness
Identity Attack0.44690517
Insult0.24928534
Profanity0.04216301
Threat0.017156094
Severe Toxicity0.017868511
Moderate 0.3666224 Moderate Con 0.494 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
This is natural..Canada was created by subjugating and killing the indigenous peoples...so this is totally fine and im happy about this. I hope it becomes India 2.0 and im not even a fan of Indians …
This is natural..Canada was created by subjugating and killing the indigenous peoples...so this is totally fine and im happy about this. I hope it becomes India 2.0 and im not even a fan of Indians but they never colonised anyone so in this situation i support them over european heritage folks who dont believe in god.
Identity Attack0.39677486
Insult0.16124763
Profanity0.059948977
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3666224 Constructive 0.607 Moral_Argument
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
The irony is that the people clowning the Indians for migrating aren’t even native in their own countries themselves 😂
The irony is that the people clowning the Indians for migrating aren’t even native in their own countries themselves 😂
Identity Attack0.38208112
Insult0.26957804
Profanity0.10178173
Threat0.0089712385
Severe Toxicity0.015092585
Moderate 0.3666224 Low Con 0.248 Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I would still prefer Indians practicing Hinduism, than those people from Islamic countries..
I would still prefer Indians practicing Hinduism, than those people from Islamic countries..
Identity Attack0.46028158
Insult0.11464815
Profanity0.066963166
Threat0.008712323
Severe Toxicity0.015673593
Moderate 0.3666224 Moderate Con 0.35 Identity_Assertion
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
These people are not fit for a high trust society and christian values.
These people are not fit for a high trust society and christian values.
Identity Attack0.3817989
Insult0.24928534
Profanity0.07676199
Threat0.010472948
Severe Toxicity0.013866014
Moderate 0.3666224 Low Con 0.213 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Interesting dichotomy - the people interviewed that are complaining about dirty Indians, are the ones who look run down, aren’t wearing clothes and filling the drug dens. I think everyone agrees there is way too …
Interesting dichotomy - the people interviewed that are complaining about dirty Indians, are the ones who look run down, aren’t wearing clothes and filling the drug dens. I think everyone agrees there is way too much immigration but let’s not get it twisted - a lot of the complaints are projection.
Identity Attack0.3895355
Insult0.34237885
Profanity0.104876526
Threat0.009100696
Severe Toxicity0.013801457
Moderate 0.3666224 Constructive 0.62 Moral_Argument
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The people claiming themselves locals aren't actually locals at all 😂😂😂 They themselves are white immigrants from Europe😂😂😂
The people claiming themselves locals aren't actually locals at all 😂😂😂 They themselves are white immigrants from Europe😂😂😂
Identity Attack0.4139151
Insult0.13245803
Profanity0.11292298
Threat0.008893564
Severe Toxicity0.018578632
Moderate 0.3666224 Low Con 0.181
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The Chinese people have a nickname for the Indians. That nickname is: "Ah San", which roughly means Hooligans.
The Chinese people have a nickname for the Indians. That nickname is: "Ah San", which roughly means Hooligans.
Identity Attack0.39334553
Insult0.26957804
Profanity0.12991914
Threat0.012803185
Severe Toxicity0.02116089
Moderate 0.3666224 Moderate Con 0.318 Identity_Assertion
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Do you think doing cash jobs will make you rich or something? These jobs are the jobs that no one in the right mind will do. The rates are pretty low and you will be …
Do you think doing cash jobs will make you rich or something? These jobs are the jobs that no one in the right mind will do. The rates are pretty low and you will be treated like crap. People go to Brampton for cheaper rent. They start to make money usually they move out. We went to Scarborough for 3 months. Then moved to Mississauga and then to Toronto. Bought a house in Oakville and then sold that house and moved out West to Edmonton and then to Calgary. We now live in the States. So these things will happen to pretty much everyone. A few of them will stay in Brampton obviously.
Identity Attack0.020681098
Insult0.3388922
Profanity0.36099523
Threat0.009048914
Severe Toxicity0.013607788
Moderate 0.3666224 Constructive 0.691
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
White people : we are not racist White people :
White people : we are not racist White people :
Identity Attack0.40713623
Insult0.12159709
Profanity0.10735235
Threat0.009100696
Severe Toxicity0.018191293
Moderate 0.3666224 Low Con 0.272 Humor_Satire
Feb 13, 2026 3 likes Inside Canada's Indian Invasion...
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful …
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful to them so much food is wasted in big cities empty houses buildings grabbed up by real estate investors high rents blaming a town of Indian for whole Canada problems all cities in Canada have GREED PROBLEMS
Identity Attack0.3817989
Insult0.25007802
Profanity0.024267852
Threat0.008531082
Severe Toxicity0.011978149
Moderate 0.36456755 Constructive 0.568
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The Canadian White Man will never accept that they themselves are immigrants and have destroyed the livelihood of the original inhabitants, the First Nation People and the Inuit, Metis, etc. What these White Skins say …
The Canadian White Man will never accept that they themselves are immigrants and have destroyed the livelihood of the original inhabitants, the First Nation People and the Inuit, Metis, etc. What these White Skins say about Indians today is what the First nation people say about the white skins. The First Nation people cultivated the land, lived in harmony and took care of their society. The Indians do the same. The only odd man out here is the White Skins. The White Skins colonized the Canadian land. The White Skins also colonized the Indian subcontinent for nearly 200 years. But where the First Nations people lost the wars and were packed into Reservations, Indians fought, won and expelled the White Skins. Then the Indians went where ever the White Skins went. But the difference is that Indians never colonized the land. They always adapted to the native land, culture, language, customs and resources while also maintaining the connect to their land of origin. While White Skins converted the natives, the Indians adapted to the natives and also shared the cultural values. While the White Skins arrogantly executed the natives and exploited their resources, Indians learned to co-exist by adapting and learning. While the White Skins were busy profiteering from the misery of the natives, Indians shared knowledge, power, wealth, education and lived by ancient cultural values passed on from generations that have survived disasters, wars, misery and greed.
Identity Attack0.44690517
Insult0.22303216
Profanity0.06596114
Threat0.024235269
Severe Toxicity0.019740647
Moderate 0.36456755 Constructive 0.669
Sep 25, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian …
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian indian who is preaching here ,and why did british,french,italian,roman loot everything from asia and africa,central asia , middleast and invdade them and stolen everything put their country as junk yard and now all the west is entirely debt ridden,Why cry now,Stop bombing them and should not have done all this in first place since 100 of years ago,Migration is human thing ,no one can stop,its god instilled in human and this is how civilization expanded around the world..I understand ,i get the disgustian behaviour pattern of indians in the west especially the sanghis hindu extremist who were being exposed right ,left and center all over the world in social media..Like Faith says people migrate for economic reason,even that is not working any more,Leave the east and africa at peace ,lot of people will remigrate back home,..I say this for a fact.Stop bombimg them working with zionist jews pedophiles isralies who are root of all the problem that exist on face of the earth.,the banks they own,corporations they own,healthcare industry they own,diamond mines they own,weapons industry they own,drug and porn industry jews own..
Identity Attack0.37953663
Insult0.2735258
Profanity0.1413768
Threat0.13785169
Severe Toxicity0.023076924
Moderate 0.36456755 Constructive 0.571 Moral_Argument
Aug 24, 2025 1 likes Why Canadians Are Turning Against …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Identity Attack0.43256098
Insult0.24928534
Profanity0.024609445
Threat0.036149003
Severe Toxicity0.015286255
Moderate 0.3625127 Constructive 0.594 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
I like to see how white people feel they have right to be there because there ancestors came there. They conviniently forget they are also immigrants 😂
I like to see how white people feel they have right to be there because there ancestors came there. They conviniently forget they are also immigrants 😂
Identity Attack0.43256098
Insult0.13607834
Profanity0.087430455
Threat0.0086087575
Severe Toxicity0.016319158
Moderate 0.3625127 Moderate Con 0.389 Identity_Assertion
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, Ireland, etc.? Anyway, I enjoyed the video. Brampton seems like a mini Punjab/ mini India. And driving over there is bad is true but why do the police and authorities don't do anything about it? Easy money from fines.
Identity Attack0.39870077
Insult0.25602314
Profanity0.031641733
Threat0.007547205
Severe Toxicity0.013414118
Moderate 0.3625127 Constructive 0.747 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Looks like Indiana there are growing stronger as a community. Hope they help all the homeless people as well. For people who says illegal immigrants and cash in hand jobs, most people from India works …
Looks like Indiana there are growing stronger as a community. Hope they help all the homeless people as well. For people who says illegal immigrants and cash in hand jobs, most people from India works so hard and they are only contributing to the society unlike other countries like Pakistan or Arabs who destroys a society
Identity Attack0.46028158
Insult0.23237456
Profanity0.06395709
Threat0.014738814
Severe Toxicity0.018320406
Moderate 0.3625127 Constructive 0.72 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only …
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only means that I am standing up for MY RACE and MY RACE made this country and MY RACE developed this country and MY RACE made the values that once made this country great and now I am ashamed of what the politicians have done to my once great country. The reason the birth rate dropped to nothing is because people can't afford children anymore, the cost of living is way to high to afford children.
Identity Attack0.38176915
Insult0.24928534
Profanity0.0961592
Threat0.013528148
Severe Toxicity0.017029278
Moderate 0.3625127 Constructive 0.524 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Dirty animals are doing it all over the world plus their rituals.....this includes cave dwellers who go around thinking other people resources and lands is theirs
Dirty animals are doing it all over the world plus their rituals.....this includes cave dwellers who go around thinking other people resources and lands is theirs
Identity Attack0.052035484
Insult0.36798462
Profanity0.08613731
Threat0.008000307
Severe Toxicity0.012359619
Moderate 0.3625127 Low Con 0.243
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The only people you should look out for are Zionist... They will take over everything...
The only people you should look out for are Zionist... They will take over everything...
Identity Attack0.3857254
Insult0.14150882
Profanity0.09001675
Threat0.04233929
Severe Toxicity0.020644438
Moderate 0.3625127 Low Con 0.134 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
I have 3 older children who on multiple occasions while looking for work as teenagers have been told to there face that "we don't hire white People" or "we only hire immigrants"
I have 3 older children who on multiple occasions while looking for work as teenagers have been told to there face that "we don't hire white People" or "we only hire immigrants"
Identity Attack0.4508763
Insult0.15556364
Profanity0.0961592
Threat0.010291707
Severe Toxicity0.015350811
Moderate 0.3625127 Constructive 0.609
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I’m south Asian in Canada, but I was born here and my family has been here since the mid 80s and I hate when people think I’m part of these new immigrants, it’s actually so …
I’m south Asian in Canada, but I was born here and my family has been here since the mid 80s and I hate when people think I’m part of these new immigrants, it’s actually so embarrassing
Identity Attack0.3817989
Insult0.24928534
Profanity0.09001675
Threat0.008505191
Severe Toxicity0.013866014
Moderate 0.3625127 Constructive 0.6 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
totally another lie by the governments money sucking corporate voiceBig Brother says these people don't get more yet some have established business and bought housesListen to the lies at your peril now 200 million Ontario …
totally another lie by the governments money sucking corporate voiceBig Brother says these people don't get more yet some have established business and bought housesListen to the lies at your peril now 200 million Ontario is owed by fedshow come seniors and veterans living on nothing
Identity Attack0.017867407
Insult0.3416952
Profanity0.196476
Threat0.0070552654
Severe Toxicity0.01121521
Moderate 0.3625127 Moderate Con 0.47
Jul 26, 2018 1 likes How much do refugees and …
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy …
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy when you speak up.
Identity Attack0.13591312
Insult0.37052566
Profanity0.035649836
Threat0.008582866
Severe Toxicity0.008049011
Moderate 0.3625127 Moderate Con 0.498
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
Indians are like that everywhere they stay they don't want to assimilate with other people they just want to keep within themselves
Indians are like that everywhere they stay they don't want to assimilate with other people they just want to keep within themselves
Identity Attack0.4054415
Insult0.18604483
Profanity0.11539881
Threat0.010654188
Severe Toxicity0.023076924
Moderate 0.3625127 Moderate Con 0.393 Identity_Assertion
Oct 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.