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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: "Its not the people who …" 4,268 comments · Page 120 of 171
I grew up in Brampton and I immigrated from India in the early 2000s, one thing that's not mentioned is the recent (2024) riots between Sikhs and Hindus. When I was growing up in Brampton, …
I grew up in Brampton and I immigrated from India in the early 2000s, one thing that's not mentioned is the recent (2024) riots between Sikhs and Hindus. When I was growing up in Brampton, I had friends who were Sikhs, Pakistani Muslims, Chinese Christians, Hindus, Black, and White. The Sikh seniors used to say good morning to us on the morning walks to school and everyone got along because we accepted that bringing the racial/ethnic conflict from India to Canada was wrong. Recently, there have been tensions, fights, riots, and clashes between Hindu and Sikh Nationalists because the government is not actively filtering for quality immigrants anymore and the people being lured to this country are the ones who can't understand that this is wrong. This would have been unheard of 10 years ago.
Identity Attack0.22261032
Insult0.05086332
Profanity0.02433617
Threat0.011327368
Severe Toxicity0.005531311
Low Tox 0.165053 Constructive 0.829
Sep 18, 2025 2,355 likes Inside Canada's Indian Metropolis (Brampton)
Close both borders now and only send people away.
Close both borders now and only send people away.
Identity Attack0.09741807
Insult0.025542418
Profanity0.015693882
Threat0.044925548
Severe Toxicity0.005493164
Low Tox 0.165053 Low Con 0.16 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
2:55 If your economy relies on more and more people immigrating to your country, you don't have a good economy - you have a Ponzi Scheme.
2:55 If your economy relies on more and more people immigrating to your country, you don't have a good economy - you have a Ponzi Scheme.
Identity Attack0.08500996
Insult0.04207976
Profanity0.023379711
Threat0.00704232
Severe Toxicity0.003452301
Low Tox 0.165053 Low Con 0.241 Economic_Argument
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
Just imagine how washing natives feel the true people of this country.We called turtle island
Just imagine how washing natives feel the true people of this country.We called turtle island
Identity Attack0.089145996
Insult0.06302499
Profanity0.024951037
Threat0.009851551
Severe Toxicity0.0051498413
Low Tox 0.165053 Moderate Con 0.475
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
5:30 minutes in guy on the bike is right in some aspects as I’ve worked with a few and they’re slow and take longer to pick things up they do eventually get the hang of …
5:30 minutes in guy on the bike is right in some aspects as I’ve worked with a few and they’re slow and take longer to pick things up they do eventually get the hang of things but their work ethic is very low. However with the IQ he is SPOT ON. I’ve literally tested this in and shown immigrants in Canada a picture of Adolf Hitler swastika armband in sight and all and asked them if they knew who he was and I’ve only had ONE immigrant answer correctly, and most of the people I asked were here in Canada on student visas!
Identity Attack0.07425626
Insult0.07396803
Profanity0.03715288
Threat0.00967031
Severe Toxicity0.0051116943
Low Tox 0.1641865 Constructive 0.711 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
You keep comparing these people to regular Canadians but there's a problem.................................................they're here illegally in the first place and therefore don't have a right to be here let alone cash in on services. ?*(&%@#!$
You keep comparing these people to regular Canadians but there's a problem.................................................they're here illegally in the first place and therefore don't have a right to be here let alone cash in on services. ?*(&%@#!$
Identity Attack0.14019285
Insult0.053205602
Profanity0.01261955
Threat0.006317357
Severe Toxicity0.0033950806
Low Tox 0.1641865 Moderate Con 0.38
May 11, 2018 5 likes How much do refugees and …
India is the Country from where 75% International Study Visa Applications come from. Hence, It would automatically be also the pre dominant country from where Frauds are flagged from... Ofcourse... Politicians just trying to create …
India is the Country from where 75% International Study Visa Applications come from. Hence, It would automatically be also the pre dominant country from where Frauds are flagged from... Ofcourse... Politicians just trying to create a narrative to divide people to earn more votes and then serving their Corporate Bosses.
Identity Attack0.104676254
Insult0.07270074
Profanity0.01887069
Threat0.0074048014
Severe Toxicity0.0035476685
Low Tox 0.1641865 Moderate Con 0.308
Sep 28, 2025 IRCC Names India in Study …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly, with ZERO Levels of loudness or aggression. Friendly introduce yourself, smile, and ask them a very simple questions: "Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY: "Why are you here in Canada?" If they answer "Work", then a third question is possible. "Many Indians say that they do not like Canada, weather, religion, food, etc "a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen". I am curious who gave you the instructions to never date White Canadian Men? And i am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.17536941
Insult0.054376744
Profanity0.027683776
Threat0.008841781
Severe Toxicity0.005836487
Low Tox 0.1641865 Constructive 0.746 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Gotta love ""sanctuary cities"" draining taxpayer money to crush more people into hotels.
Gotta love ""sanctuary cities"" draining taxpayer money to crush more people into hotels.
Identity Attack0.025605056
Insult0.03522326
Profanity0.024472807
Threat0.0824309
Severe Toxicity0.004863739
Low Tox 0.16331999 Low Con 0.284 Policy_Critique
Oct 3, 2025 1 likes IRCC Names India in Study …
You, Canadians, should've thought of all this when you opened your doors to every Indian, Pakistani, Bangladeshi and so on! It's not too late to stop this wave, though. The problem is unlike what you …
You, Canadians, should've thought of all this when you opened your doors to every Indian, Pakistani, Bangladeshi and so on! It's not too late to stop this wave, though. The problem is unlike what you think Canada is not democracy! Democracy, Human Rights, Inclusion, Multi-Culturalism, etc., are all the terms and phrases that Governments have created and defined them they way them wanted them and for their own benefits to generate more revenue and care less about their own people!
Identity Attack0.16587129
Insult0.04852104
Profanity0.013780965
Threat0.0069646453
Severe Toxicity0.004005432
Low Tox 0.16331999 Constructive 0.515
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Guy on the bicycle is spitting facts that people need to hear
Guy on the bicycle is spitting facts that people need to hear
Identity Attack0.00621564
Insult0.070482984
Profanity0.038154904
Threat0.0089712385
Severe Toxicity0.0029754639
Low Tox 0.16331999 Moderate Con 0.321 Meta_Commentary
Feb 9, 2026 Inside Canada's Indian Invasion...
I remember the day I presented my citizenship exam, there were were people who did not even read, write or speak English. Not only Indians, but Chinese as well. How is that even possible? I …
I remember the day I presented my citizenship exam, there were were people who did not even read, write or speak English. Not only Indians, but Chinese as well. How is that even possible? I studied and learned English to fit in and be where I am now, why is this standard so skewed for people from former Asian, British colonies?
Identity Attack0.16373143
Insult0.055547886
Profanity0.02344803
Threat0.0067186756
Severe Toxicity0.0035095215
Low Tox 0.16331999 Constructive 0.701 Personal_Narrative
Oct 11, 2025 IRCC Names India in Study …
Btw there are people murdered in the US by a federal agency journalist. Exactly what the founding fathers wanted to avoid.
Btw there are people murdered in the US by a federal agency journalist. Exactly what the founding fathers wanted to avoid.
Identity Attack0.015154205
Insult0.03489272
Profanity0.016957775
Threat0.122295745
Severe Toxicity0.004787445
Low Tox 0.16331999 Moderate Con 0.373 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
There are many Korean, China, and Japanese towns across north America but when Indians move in it's all of a sudden a problem to some people??
There are many Korean, China, and Japanese towns across north America but when Indians move in it's all of a sudden a problem to some people??
Identity Attack0.19495805
Insult0.03335018
Profanity0.019895468
Threat0.007586042
Severe Toxicity0.0037002563
Low Tox 0.16245349 Moderate Con 0.442 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. …
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. Is this over there are 3 options … 1st get a visa extension … 2nd get your PR ( if you fulfill the criteria ) 3rd leave the country. And one thing more Canada own you nothing! No Canada gave you a chance to come here to this country temporarily! You know from the beginning what this means. Don’t cry and say how bad Canada is ..
Identity Attack0.022791367
Insult0.0838533
Profanity0.025770858
Threat0.007832011
Severe Toxicity0.0035476685
Low Tox 0.16245349 Constructive 0.539
Jan 15, 2026 8 likes 2.9 million Canadian temporary visas …
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they …
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they are willing to work and pay taxes. In fact, we should look at the root cause of these problems. It is the colleges making money off these immigrants, it is the corporations who do not want to pay decent living wages to Canadians so they are hiring these immigrants at minimum wage jobs. This is called capitalism where the corporate has to save as much money as possible for their shareholders. So yes immigration is a huge problem but immigrants alone are not at fault. The fault lies with the government (federal, provincial and municipal) and the corporate entities in Canada as well.
Identity Attack0.08831879
Insult0.0816321
Profanity0.018665737
Threat0.007081157
Severe Toxicity0.0032615662
Low Tox 0.16245349 Constructive 0.663 Policy_Critique
Feb 14, 2026 1 likes Canada's tighter immigration policy divides …
LOL, Diab will do NOTHING! With the century project, Carney will ignore the issue. Just like "Bail reform", Sean Fraser does nothing; CBSA will probably seem threatening but they probably will use the honour system …
LOL, Diab will do NOTHING! With the century project, Carney will ignore the issue. Just like "Bail reform", Sean Fraser does nothing; CBSA will probably seem threatening but they probably will use the honour system for self-deportation. Fraser, Miller and Diab accepted immigrants with criminal records. So why hunt down immigrants who are probably contributing to Canada? "Canada has approved entry for more than 17,600 people with a criminal record in last decade " PLUS all the Flight Attendants from India that did not go back to India. CBSA is NOT even close to being like ICE. The judges are lenient to immigrants who break Canadian laws to prevent deportation. The Federal Liberals are more interested in hiding taxpayer money.
Identity Attack0.04925346
Insult0.07396803
Profanity0.028640235
Threat0.010343489
Severe Toxicity0.0044822693
Low Tox 0.16245349 Constructive 0.564
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much is bad for the people who have paid their taxes here forever, just so one particular immigrant group can use up resources that long time generations have built. I'm not saying any particular culture, but there are too many of them. This particular culture should also be reduced because they are exploiting every mistake the government makes (from their good hearts) or loopholes to stay. Not just stay but trying to transform a country into their own. That is wrong. Most immigrants from past generations didn't come here to conquer the country. They came here to be part of a great country. Contribute to it. Make it better, not make it worse. And now here we are. How are we going to fix this? Put a very long pause on immigeation. Get rid of international students from this particular country. They have no right to stay. Stop giving licenses to unqualified people that can't read, write, speak or even understand English. It's becoming a safety issue everywhere. Again, it's not about race. It's the "too many" factor that the country can not sustain.
Identity Attack0.11512129
Insult0.061626412
Profanity0.026454043
Threat0.010913103
Severe Toxicity0.005722046
Low Tox 0.16245349 Constructive 0.677
Aug 25, 2025 Why Canadians Are Turning Against …
Are these people coming in from India deported immediately when caught? Or do they just say they want asylum?
Are these people coming in from India deported immediately when caught? Or do they just say they want asylum?
Identity Attack0.17303948
Insult0.031807642
Profanity0.02208166
Threat0.008686432
Severe Toxicity0.0042915344
Low Tox 0.16158698 Low Con 0.241 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such as canada it is more easy to have a good living with less efforts and less education. Therefore they prefer moving out of country than working hard in there own country. And in the case of Brampton they saw an opportunity and demand for businesses and workforce so they grabbed there opportunity. Because at that time there was not much going on in Brampton when indians started immigrating . So you can say indians are the reason Brampton has grown gradually. But i do think now it is too crowded and people haven't stopped coming. Now there are no requirements as such. So that is why more useless indians are moving in canada nowadays.
Identity Attack0.17226285
Insult0.061101943
Profanity0.018802373
Threat0.006977591
Severe Toxicity0.004119873
Low Tox 0.16158698 Constructive 0.663 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Why are these people saying Punjab? Say india! God!
Why are these people saying Punjab? Say india! God!
Identity Attack0.116281845
Insult0.042665333
Profanity0.052183274
Threat0.011042561
Severe Toxicity0.008087158
Low Tox 0.16158698 Low Con 0.229 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The liberals need to make sure that these people are removed and deported. They are still allowing people to come in even with no medical checks Canadiens need to be put first we don’t have …
The liberals need to make sure that these people are removed and deported. They are still allowing people to come in even with no medical checks Canadiens need to be put first we don’t have the housing liberal should be held accountable.
Identity Attack0.08749158
Insult0.045007613
Profanity0.013610168
Threat0.05236103
Severe Toxicity0.005302429
Low Tox 0.16158698 Moderate Con 0.438
Jan 17, 2026 3 likes 2.9 million Canadian temporary visas …
they are not canadians and never will be. im tired of people trying to claim an identity that doesn't belong to them. I have this country in my blood, and they think they're just like …
they are not canadians and never will be. im tired of people trying to claim an identity that doesn't belong to them. I have this country in my blood, and they think they're just like me
Identity Attack0.11744241
Insult0.04149419
Profanity0.01627459
Threat0.0069387536
Severe Toxicity0.0032043457
Low Tox 0.16158698 Moderate Con 0.41
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Try ordering food with any delivery company. It is the worst experience ever. I remember delivery people used to be so chill, probably because they could afford to live on minimum wage. I recently gave …
Try ordering food with any delivery company. It is the worst experience ever. I remember delivery people used to be so chill, probably because they could afford to live on minimum wage. I recently gave a driver a huge tip and requested it be brought to my door because I was having a movie night, they called me and said " COME OUTSIDE! COME OUTSIDE!" and I said "I requested for it to be delivered to my door", then he hung up and left with the food. Probably ate it. I had to reorder my meal and wait another hour. I swear to God every time I order food for delivery, which is rarely, the door dash driver is absolutely disrespectful or putting in 0 zero. This is the cheap labor Trudeau wanted. I honestly just feel bad ordering food for delivery now because I know it's hell out there
Identity Attack0.006363631
Insult0.06739554
Profanity0.07255927
Threat0.009825659
Severe Toxicity0.0039482117
Low Tox 0.16098402 Constructive 0.73 Economic_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …

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.