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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: "Indians have been in Canada …" 1,297 comments · Page 37 of 52
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you …
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you came as a international student and knowingly u cant afford the tuition. Its clearly u didnt care about going to school and used it as a gate way to canada. You dont go aboard studying for a better life in that country. U study abroad to either bring back new knowledge to your country or to full fill a requirements for a job back home.. The most common one is the opportunity to have a degree from a well known school for family braging rights and take over family bussiness. Which bring us back to, studying aboard is strictly for wealthy families no matter where u live . Imagine a candian going to london or europe we would pay just as much plus conversion rate. So for indians like him self, studying aboard paying 8 k cad per course shojdl be impossible. Only a super wealthy family can afford that in india or canada .
Identity Attack0.055673428
Insult0.15982662
Profanity0.12096943
Threat0.0077672824
Severe Toxicity0.008811951
Low Tox 0.25084448 Moderate Con 0.49 Unverified_Claim
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I just heard an Indian man call Canada cheap to live 🤣 I guess it would be when the government pays your way 💀
I just heard an Indian man call Canada cheap to live 🤣 I guess it would be when the government pays your way 💀
Identity Attack0.23542951
Insult0.0836065
Profanity0.05268429
Threat0.010058682
Severe Toxicity0.008888245
Low Tox 0.24924077 Moderate Con 0.399 Humor_Satire
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Inside Canada’s Indian Invasion- Bro, you’re about 40 years too late, lol.
Inside Canada’s Indian Invasion- Bro, you’re about 40 years too late, lol.
Identity Attack0.23922618
Insult0.08508729
Profanity0.023379711
Threat0.008103873
Severe Toxicity0.007247925
Low Tox 0.24924077 Low Con 0.231 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians are awesome. Haha. Sneak into the Greatest Nation of Earth 😂😂😂 Hard to get to Australia from Canada
Indians are awesome. Haha. Sneak into the Greatest Nation of Earth 😂😂😂 Hard to get to Australia from Canada
Identity Attack0.26494437
Insult0.0623257
Profanity0.04667213
Threat0.0091524795
Severe Toxicity0.00957489
Low Tox 0.24763705 Low Con 0.269 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan …
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan narrative to falsely claim political persecution, allowing them to gain asylum and citizenship. These networks have contributed to gang wars, drug trafficking, and rising violence in Canada. Khalistani extremists have a proven history of terrorism, including the Air India bombing Canada’s deadliest terror attack. If Canada genuinely wants to curb shootings, drug cartels, and organized crime, it must treat Khalistani extremist groups as terrorist organizations and stop offering safe haven to criminals. This is not about Sikhs,peaceful people. The problem arises when criminals and extremists are protected under the guise of activism. Canada’s continued refusal to extradite such individuals reflects a failure of policy, largely under the Trudeau government.
Identity Attack0.2700233
Insult0.13969865
Profanity0.024677763
Threat0.031314444
Severe Toxicity0.008277893
Low Tox 0.24763705 Constructive 0.735 Policy_Critique
Jan 27, 2026 55 likes Inside Canada's Indian Invasion...
Bro I don't get the point. Doesn't Canada allow all religions. This is place is like a gold mine for Indians, but what's the problem with that. It's a free country where every religion is …
Bro I don't get the point. Doesn't Canada allow all religions. This is place is like a gold mine for Indians, but what's the problem with that. It's a free country where every religion is accepted, and Brampton became a hot-spots for Indians. And Brampton has a massive population, of course there are going to be some "bad actors". In places like Caledon and Montreal which have lower indian populations have the same issues. Just because one race has a few bad people doesn't mean all indians are terrible. If the race problem is that big of a issue, move to a different part of Brampton, it's not a small place.
Identity Attack0.28034934
Insult0.08434689
Profanity0.050930742
Threat0.009204263
Severe Toxicity0.007247925
Low Tox 0.24763705 Constructive 0.71 Moral_Argument
Feb 5, 2026 Inside Canada's Indian Invasion...
I would've felt bad for Canadians as an Indian But i remembered what canadians themselves did to native population in canada Those who commited genocide shouldn't complaint about such cases
I would've felt bad for Canadians as an Indian But i remembered what canadians themselves did to native population in canada Those who commited genocide shouldn't complaint about such cases
Identity Attack0.28034934
Insult0.0623257
Profanity0.017162729
Threat0.027515862
Severe Toxicity0.0075149536
Low Tox 0.24603334 Constructive 0.573
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Next do Surrey BC with the Indian immigration and then Richmond with the Chinese immigration. Canada has entire ethic enclaves cities. They have been gentrified by foreigners.
Next do Surrey BC with the Indian immigration and then Richmond with the Chinese immigration. Canada has entire ethic enclaves cities. They have been gentrified by foreigners.
Identity Attack0.2795294
Insult0.0813853
Profanity0.016752819
Threat0.0070552654
Severe Toxicity0.005607605
Low Tox 0.24603334 Moderate Con 0.418 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'm also Indian and I also live in Brampton, Ontario, CA and I can agree that the Canada's Indian Invasion is WILD. Also, a location you visited is called Trinity Common Mall and I visit …
I'm also Indian and I also live in Brampton, Ontario, CA and I can agree that the Canada's Indian Invasion is WILD. Also, a location you visited is called Trinity Common Mall and I visit there almost every week, it's right next to my house haha. I have also visited some of the locations you have visited in this video. Aside from that, this video was great in explaining the invasion and I'm glad you stepped up to inform the situation. Also, that's my brother sitting on the left by himself at 9:26
Identity Attack0.27778897
Insult0.0836065
Profanity0.07805514
Threat0.012026439
Severe Toxicity0.013672344
Low Tox 0.24603334 Constructive 0.872 Personal_Narrative
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
canada with indians is turning into sweden with middle easterns. they dont belong here in any of the 2 countries, its not racist its just facts
canada with indians is turning into sweden with middle easterns. they dont belong here in any of the 2 countries, its not racist its just facts
Identity Attack0.28034934
Insult0.071433455
Profanity0.020442016
Threat0.007145886
Severe Toxicity0.0065612793
Low Tox 0.24442963 Low Con 0.278 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm not a fan of Indians but let's be real Canada is cold and empty and it needs people😅
I'm not a fan of Indians but let's be real Canada is cold and empty and it needs people😅
Identity Attack0.28034934
Insult0.06984934
Profanity0.03189224
Threat0.007624879
Severe Toxicity0.008392334
Low Tox 0.24442963 Moderate Con 0.449 Identity_Assertion
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
I’m from Canada there are a lot a Indians but it’s not too bad
I’m from Canada there are a lot a Indians but it’s not too bad
Identity Attack0.28622448
Insult0.0806213
Profanity0.06946823
Threat0.009955117
Severe Toxicity0.00919342
Low Tox 0.24442963 Moderate Con 0.475 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the …
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the numbers, we can suppress them once again, they've been cruel to canadian borns, it doesn't matter if you're canadian born to be honest since they're only interested in euros
Identity Attack0.27662867
Insult0.07333439
Profanity0.042413518
Threat0.011508608
Severe Toxicity0.0073242188
Low Tox 0.24442963 Constructive 0.622 Identity_Assertion
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
1.5 Million Indian Immigrants (90% scammed the visa system) entered Canada in 5 years, 1400 deported, WHAT DOES IT TELL US? The government wants us to hear they are doing their JOB. Are they doing …
1.5 Million Indian Immigrants (90% scammed the visa system) entered Canada in 5 years, 1400 deported, WHAT DOES IT TELL US? The government wants us to hear they are doing their JOB. Are they doing enough? The majority of Immigrants came from INDIA (65%), the Philippines (20%), and Nigeria (10%). What do these numbers tell us?
Identity Attack0.28034934
Insult0.0806213
Profanity0.023516348
Threat0.0074824756
Severe Toxicity0.0063705444
Low Tox 0.2412222 Constructive 0.522 Unverified_Claim
Jan 1, 2026 2 likes Deportations From Canada at Their …
If you trying to be nick sherly with the sikhs, not gonna happen, research first, indian sikhs gave their lives for canada fought wars, Pay taxes, everything You need research man, couple of bad apple …
If you trying to be nick sherly with the sikhs, not gonna happen, research first, indian sikhs gave their lives for canada fought wars, Pay taxes, everything You need research man, couple of bad apple can’t describe indian sikhs
Identity Attack0.23694818
Insult0.11172232
Profanity0.024472807
Threat0.0084793
Severe Toxicity0.0060272217
Low Tox 0.2412222 Moderate Con 0.369 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Yeah, I have a friend who lives in Canada and he says there are too many Indians in and around Tronto
Yeah, I have a friend who lives in Canada and he says there are too many Indians in and around Tronto
Identity Attack0.293411
Insult0.06337463
Profanity0.030389199
Threat0.007249452
Severe Toxicity0.0060272217
Low Tox 0.2412222 Constructive 0.512 Personal_Narrative
Feb 13, 2026 Inside Canada's Indian Invasion...
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for …
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for her grandparents at their house gardening. Every single....no exaggeration...Tim Hortons, fast food place, Walmart....every single business in my town has 95% East Indians who don't even speak English. We can't find a doctor or housing. Our beaches and green spaces are getting dumped on continually by people that don't respect our country. Omg I could go on but why bother....the government doesn't listen.🙄
Identity Attack0.22707681
Insult0.11978693
Profanity0.036401358
Threat0.009023022
Severe Toxicity0.0090408325
Low Tox 0.2412222 Constructive 0.672
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
😂 Quebec is now the smart province 😂 who would have thought . This needs to go Canada wide enough Indians … there are too many…
😂 Quebec is now the smart province 😂 who would have thought . This needs to go Canada wide enough Indians … there are too many…
Identity Attack0.25309357
Insult0.0811385
Profanity0.025497584
Threat0.0075083673
Severe Toxicity0.007133484
Low Tox 0.2396185 Low Con 0.257 Identity_Assertion
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to …
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to his Sikh /Khalistani vote who are an extremely powerful lobby in the Canadian govt, every party in Canada has high ranking Khalistani politicians. The liberal yt elite Canadian govt sold its working and middle class ( who are largely white Canadians) for a 3rd world servile class which would keep them in power forever but it comes at the cost of massive collapse of social cohesion, falling wages and massive cultural shifts. When I visited Toronto, an Indian fast food worker said he was giving me an extra BBQ sauce as a favor and would charge for the second, I called the manager too school this moron and she was also shocked , when you mass import million of 3rd world largely uneducated Indians they mentally still think the are in India
Identity Attack0.24293575
Insult0.113185234
Profanity0.021535112
Threat0.008712323
Severe Toxicity0.006980896
Low Tox 0.2396185 Constructive 0.577 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That …
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That was a lie....... Trudeau's libs were financially strapped when ndp and conservatives dominated the previous election. Trudeau got funding in the hundreds of millions by Indian investors in return the liberals configured the laws so these investors could make payday off all the Indians. Fake schools were huge, and trapped these indians into ridiculous housing arrangements. Then the liberals went too far by creating ridiculous visas for indiand for them to enter Canada like the nanny Visa called something else but they can take care of their own healthy family just to enter the country. Student visas allowed to work which turns into full time employment at liberal party hotspots like tim hortons and Amazon. They hire only Indians because the government pays half there salary Racism is extremely high and many communities have boycotted indian run establishments like in mine 2 groups went out of biz. It's a mess but Indians will slowly deteriorate. Will take time.
Identity Attack0.109318495
Insult0.16751462
Profanity0.025087673
Threat0.008945347
Severe Toxicity0.0049972534
Low Tox 0.23739935 Constructive 0.63 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
Identity Attack0.28034934
Insult0.06337463
Profanity0.013951761
Threat0.007197669
Severe Toxicity0.005760193
Low Tox 0.23739935 Low Con 0.3 Unverified_Claim
Nov 3, 2025 IRCC Names India in Study …
Bogus claims and cheating the system in the government coz mostly are Indians descent in the offices especially in the country Canada. Better watch the government employees around the country and provinces.
Bogus claims and cheating the system in the government coz mostly are Indians descent in the offices especially in the country Canada. Better watch the government employees around the country and provinces.
Identity Attack0.2463217
Insult0.08558089
Profanity0.017436003
Threat0.0070164283
Severe Toxicity0.0044059753
Low Tox 0.23667802 Moderate Con 0.425 Unverified_Claim
Dec 15, 2025 1 likes IRCC Names India in Study …
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are …
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are not dependent on the taxes paid by the original residents of those countries. Plain, simple and honest. Now, if you are allowing every tom, dick and harry from any country to live in your country, then the chances would be high that, unproductive/criminals of the other country to start to get citizenship. Please DO NOT blame entire India for changing the demographic landscape of Canada, or any other developed country. Please make extremely tough laws, like in USA, to sift out the unwanted people. India is dirty, everyone knows. Indians are corrupt, everyone knows. So, please allow ONLY young Indians who are smart/hardworking enough, who can win a Nobel prize/Olympic Medal/set up businesses, for Canada, to take the citizenship of Canada.Take example of Dubai. Lawmakers of Dubai are intelligent/honest. Please......
Identity Attack0.18313584
Insult0.1342682
Profanity0.1413768
Threat0.011974656
Severe Toxicity0.012207031
Low Tox 0.23667802 Constructive 0.692 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your …
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your policy has failed somewhere. Psychologically speaking human would naturally gravitate towards people they have similarities(language, color, likes & dislikes, etc) with and congregate as a "tribe" for warmth & security. Just put one white person alone in the middle of an Indian market at rush hour, i promise you they'd run to the first white person they spot for "security", now tell that one guy that he has to live in India for the foreseeable future and that he has a choice of living in any area of that city and he learns that there a part of town where most of the white people live, where do you think he'll go?
Identity Attack0.2764353
Insult0.07840354
Profanity0.027547138
Threat0.008789998
Severe Toxicity0.0059890747
Low Tox 0.2359567 Constructive 0.665 Policy_Critique
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
you make it sound like there is something wrong when there is not. Movement of the people. It has always been and will always be. Remember that time white people came to Canada? Funny how …
you make it sound like there is something wrong when there is not. Movement of the people. It has always been and will always be. Remember that time white people came to Canada? Funny how the real Indians are the next change after the Columbus' "Indians" were overtaken by anglo-saxons and francs.
Identity Attack0.27991617
Insult0.06739554
Profanity0.023174755
Threat0.008026198
Severe Toxicity0.00579834
Low Tox 0.2359567 Moderate Con 0.36 Comparative_Framing
Sep 19, 2025 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.