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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: "They have no rights to …" 837 comments · Page 20 of 34
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)
Aww Jason Bilderberg Kenney. Mr No Alberta vaccine passport oops changed my mind to yes Alberta vaccine passport. You violated Albertans rights.
Aww Jason Bilderberg Kenney. Mr No Alberta vaccine passport oops changed my mind to yes Alberta vaccine passport. You violated Albertans rights.
Identity Attack0.023595277
Insult0.06794841
Profanity0.016957775
Threat0.009100696
Severe Toxicity0.003376007
Low Tox 0.16331999 Low Con 0.287 Policy_Critique
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
I told you I told you who was right it starts with the police because they’re the ones who are doing the extortion
I told you I told you who was right it starts with the police because they’re the ones who are doing the extortion
Identity Attack0.017867407
Insult0.03412145
Profanity0.038655918
Threat0.030623792
Severe Toxicity0.004558563
Low Tox 0.16331999 Moderate Con 0.318 Meta_Commentary
Feb 25, 2026 Canadian immigration officers investigating hundreds …
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 …
I respect their right to keep their religion, however not very comfortable with them erecting statues in our country. Its plain disrespectful.
I respect their right to keep their religion, however not very comfortable with them erecting statues in our country. Its plain disrespectful.
Identity Attack0.10221587
Insult0.043250903
Profanity0.022764845
Threat0.0070552654
Severe Toxicity0.0028419495
Low Tox 0.16158698 Constructive 0.567 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
When did this channel turn so right wing. Unsubscribed.
When did this channel turn so right wing. Unsubscribed.
Identity Attack0.028016793
Insult0.03827355
Profanity0.025634222
Threat0.010343489
Severe Toxicity0.0037384033
Low Tox 0.16098402 Low Con 0.281 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks to the liberals . It's the right time someone spoke about this mess.
Thanks to the liberals . It's the right time someone spoke about this mess.
Identity Attack0.021585498
Insult0.0813853
Profanity0.020646973
Threat0.007340072
Severe Toxicity0.0022125244
Low Tox 0.15987846 Moderate Con 0.354 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Lies right from the start
Lies right from the start
Identity Attack0.0043102503
Insult0.06794841
Profanity0.021466793
Threat0.0066668927
Severe Toxicity0.0020980835
Low Tox 0.15932569 Low Con 0.181
Dec 23, 2018 How much do refugees and …
Yea, but the immigrant ( all races) kids get far better grades in school, and that generation pays 30% tax every year of their 100k salary... They're the ones that gonna take this country into …
Yea, but the immigrant ( all races) kids get far better grades in school, and that generation pays 30% tax every year of their 100k salary... They're the ones that gonna take this country into next century of technologically advanced world. Issue with economy starts with the family. If you have single parent family and social issues.. kids aren't gonna make it in this highly competitive world. Please go to Google, facebook, Microsoft. .. you'll see immigrants left right and centre. Lets face the facts, immigrant mentality is what builds a proper county. First generation immigrants are lost and weird and seems odd, second generation is the cream of the crop . Third slows down then 4th is basically are the ones complaining about the first generation. Solution is to use these people and figure out how they will help this county in the next 30 years, not tomorrow. Look at how Irish, Ukrainian, Chinese, Italian etc.. came as first gen immigrants (to this native land). Cold.. lost.. try to use their wits to survive in a colonial economy. That second generation built what we have now. Immigration is a god damn economical strategy man... Issue with homelessness, has nothing to do with immigration. Homelessness is related to addiction and mental health. Most immigrants don't suffer from homelessness because they have relatives that look after each other. 3rd generation+ Canadians (all races) lack that.. if you're 18 you are own your own, thats where that issue is with homelessness.
Identity Attack0.11860296
Insult0.047935467
Profanity0.018597418
Threat0.007870848
Severe Toxicity0.0041007996
Low Tox 0.15932569 Constructive 0.681
Mar 16, 2019 How much do refugees and …
Why to bring them waste our tax dollars and struggling to send them back, and most of them land in illegal status. They hide in cash jobs. Creating a mess. Why can't they do right …
Why to bring them waste our tax dollars and struggling to send them back, and most of them land in illegal status. They hide in cash jobs. Creating a mess. Why can't they do right thing at the first time.
Identity Attack0.054763943
Insult0.06669625
Profanity0.015044857
Threat0.008789998
Severe Toxicity0.0035476685
Low Tox 0.1587729 Moderate Con 0.491
Jan 16, 2026 2.9 million Canadian temporary visas …
This whole human trafficking operation was right here in my hometown😓
This whole human trafficking operation was right here in my hometown😓
Identity Attack0.02138452
Insult0.027218282
Profanity0.04065997
Threat0.039256934
Severe Toxicity0.0073242188
Low Tox 0.1587729 Moderate Con 0.4 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Yep it was long dead before any south asains . They treating you guys good right adjust like many native people today . Above we all need to human firstly. You also need to ask …
Yep it was long dead before any south asains . They treating you guys good right adjust like many native people today . Above we all need to human firstly. You also need to ask the question modi the real rss nationalist . I hoping the world becomes an better place over ego
Identity Attack0.10757765
Insult0.061801232
Profanity0.037904397
Threat0.017156094
Severe Toxicity0.0061798096
Low Tox 0.15822013 Constructive 0.645
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Right-wing Canadian Conservative here......I find Indians to be excellent people. Let's not make it all about them.
Right-wing Canadian Conservative here......I find Indians to be excellent people. Let's not make it all about them.
Identity Attack0.13377325
Insult0.04149419
Profanity0.015864678
Threat0.0065633263
Severe Toxicity0.0029182434
Low Tox 0.15822013 Constructive 0.59
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
This should not be Allowed. They should not be entitled to the same as us. This is not sending the right message.
This should not be Allowed. They should not be entitled to the same as us. This is not sending the right message.
Identity Attack0.060675595
Insult0.030595649
Profanity0.019212283
Threat0.01238892
Severe Toxicity0.0039863586
Low Tox 0.15822013 Moderate Con 0.389
Apr 29, 2019 How much do refugees and …
Find them and straight to the airport send them all home RIGHT AWAY. No need to interrogate, detain and waste anymore time & money.
Find them and straight to the airport send them all home RIGHT AWAY. No need to interrogate, detain and waste anymore time & money.
Identity Attack0.010581387
Insult0.034451995
Profanity0.013917602
Threat0.10389658
Severe Toxicity0.005645752
Low Tox 0.15766735 Low Con 0.211 Call_To_Action
Sep 29, 2025 14 likes IRCC Names India in Study …
American owned Toronto Sun with right wing biased Batra putting down liberals again. Same old shtick.
American owned Toronto Sun with right wing biased Batra putting down liberals again. Same old shtick.
Identity Attack0.027413858
Insult0.07523532
Profanity0.020783609
Threat0.009281937
Severe Toxicity0.00289917
Low Tox 0.15766735 Low Con 0.193 Meta_Commentary
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I work in the secondhand clothing business, and I will say that some things are quite shocking. I’ve met people who are from India and Pakistan who have been in the country for 40 years …
I work in the secondhand clothing business, and I will say that some things are quite shocking. I’ve met people who are from India and Pakistan who have been in the country for 40 years and do not know any English whatsoever. It worries me and that worries me because it means that woman, especially within that culture have no idea what the human rights are and have seen many abuses because of that.
Identity Attack0.17226285
Insult0.03885912
Profanity0.027683776
Threat0.00899713
Severe Toxicity0.0037002563
Low Tox 0.15711457 Constructive 0.743
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
The guys was right you need to adapt their culture not yours
The guys was right you need to adapt their culture not yours
Identity Attack0.083355546
Insult0.036104713
Profanity0.02167175
Threat0.007793174
Severe Toxicity0.0034332275
Low Tox 0.15711457 Low Con 0.27 Identity_Assertion
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
I am surprised that the people who came as an immigrants a long time ago built everything and now they are saying bad about the new immigrants such as students who are working hard, they …
I am surprised that the people who came as an immigrants a long time ago built everything and now they are saying bad about the new immigrants such as students who are working hard, they have new set of skills, more advanced in terms of everything. The conclusion is that old immigrants thinks that they own everything and they have the only rights.
Identity Attack0.1294935
Insult0.046178754
Profanity0.016069634
Threat0.0065633263
Severe Toxicity0.002822876
Low Tox 0.15656179 Constructive 0.672
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Please deport those involved. As a former landed immigrant turned Canadian citizen years ago, I urge the Canadian government to arrest and deport everyone involved in such behaviour. This country must remain peaceful and save …
Please deport those involved. As a former landed immigrant turned Canadian citizen years ago, I urge the Canadian government to arrest and deport everyone involved in such behaviour. This country must remain peaceful and save for everyone. When we come to Canada we must intend to help build and maintain a stable society not tear the country apart and put others at risk. It’s time to get rid of all criminal elements within the borders of Canada. Canada shouldn’t be a gangster paradise. No one has the right to come to Canada and disturbed the peace and stability we all enjoyed. Please deport all the trouble makers, drug dealers and gangs. Don’t even waste taxpayers dollars keeping those criminals in prison, when they’re caught and proven guilty, please deport immediately.
Identity Attack0.06385879
Insult0.06529768
Profanity0.015249812
Threat0.043955702
Severe Toxicity0.0043296814
Low Tox 0.15656179 Constructive 0.669 Call_To_Action
Feb 22, 2026 Canadian immigration officers investigating hundreds …
I am pregnant my right now and have 5 kids. Probably gonna have another after I have this one. I’m white as can be and my family came here when Canada was just becoming Canada.
I am pregnant my right now and have 5 kids. Probably gonna have another after I have this one. I’m white as can be and my family came here when Canada was just becoming Canada.
Identity Attack0.15303208
Insult0.02657372
Profanity0.021876704
Threat0.008453408
Severe Toxicity0.0044822693
Low Tox 0.15490346 Constructive 0.539 Identity_Assertion
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
I’m not racist and I have many Indian friends but we really need stricter immigration laws right now
I’m not racist and I have many Indian friends but we really need stricter immigration laws right now
Identity Attack0.1294935
Insult0.028281843
Profanity0.04366605
Threat0.010214032
Severe Toxicity0.005302429
Low Tox 0.15490346 Constructive 0.516 Identity_Assertion
Feb 20, 2026 Inside Canada's Indian Invasion...
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on …
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on the hinges of our door and he was bleeding everywhere (he later had to get 6 stitches to fix it), my father was out working and we didn't know how to contact the police or hospital because we didn't have a home phone yet. We used our neighbors and the ambulance came and I strictly remember that because we didn't have our health cards yet they wouldn't start work even though my father said he will pay when he gets there. I remember my mother and I feeling helpless while my 1 year old brother was bleeding out (the hospital staff tried to stop the bleeding with cotton ball and bandage) and I distinctly remember that they did not start helping my brother even WHILE my father was paying but only started work after the bill was completed. Even though my family felt helpless at that time and we felt it was unfair, we never blamed Canada because it was their policy and they have every right to follow protocols. So it makes me angry to see people who walked into our country illegally getting far better treatment than my family ever got even though it might not be anything as life threatening as ours was. It makes me angry that our hard earned tax dollars are used to help people who have no motivation to help the country that gave them asylum during war.. It's actually the opposite as a lot of these families call their free housing "disgusting" and compare it to "living like a slave". I'm angry because little girls at my brothers own school are getting shoved and assaulted by refugee boys as young as 6-7 and are let off with a simple "don't do that again" and a meeting with the parents. This is not the Canada my family came to love and call home so I can't imagine the hardships of Canadians who are living here for 3, 4, 5+ generations 😔😔
Identity Attack0.046159767
Insult0.04910661
Profanity0.08193458
Threat0.063029334
Severe Toxicity0.00793457
Low Tox 0.15490346 Constructive 0.87
Feb 12, 2019 15 likes How much do refugees and …
The only people who have a right to complain about immigration are the First Nations
The only people who have a right to complain about immigration are the First Nations
Identity Attack0.10221587
Insult0.027605021
Profanity0.019212283
Threat0.00780612
Severe Toxicity0.003490448
Low Tox 0.15490346 Moderate Con 0.307 Moral_Argument
Jul 3, 2025 How Canada broke its immigration …

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.