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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 #}

Comment Explorer

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Active: "More and more countries will …" 3,912 comments · Page 108 of 157
Not just Brampton all over Canada u go to Yukon full of Indians Calgary northwest, the whole country is full of Indians at least 10 million Indians in canada
Not just Brampton all over Canada u go to Yukon full of Indians Calgary northwest, the whole country is full of Indians at least 10 million Indians in canada
Identity Attack0.2308735
Insult0.03566399
Profanity0.017914234
Threat0.0072106146
Severe Toxicity0.004234314
Low Tox 0.17458448 Moderate Con 0.397
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
In the 80s when I was in university, sociology professors claimed that the immigration system was racist, because certain people weren't welcome. (Yah, the people who wouldn't fit in because their values and customs were …
In the 80s when I was in university, sociology professors claimed that the immigration system was racist, because certain people weren't welcome. (Yah, the people who wouldn't fit in because their values and customs were so different) They said Canada only accepts people who benefit the country! Imagine that! How aweful. 😅 In the next breath they said they welcome people who will do low paying unskilled labour jobs Canadians don't want to do.
Identity Attack0.109318495
Insult0.06757036
Profanity0.016957775
Threat0.0066280556
Severe Toxicity0.0035858154
Low Tox 0.17458448 Constructive 0.63 Humor_Satire
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
I have been working desperately to leave Canada. I would rather live in a 2nd or 3rd world that doesn't allow their country to be over run by globalist liberal schills. If i'm going to …
I have been working desperately to leave Canada. I would rather live in a 2nd or 3rd world that doesn't allow their country to be over run by globalist liberal schills. If i'm going to be taxed into oblivion and forced to shell out 200% inflation for everything every year... I can be poor elsewhere thanks.
Identity Attack0.07094744
Insult0.0810151
Profanity0.01887069
Threat0.0074565844
Severe Toxicity0.0037384033
Low Tox 0.17458448 Moderate Con 0.441
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
CBC Trudeau obsequious news. Why would we believe them ? ... oh, it's just a wee thing that affordable housing might be an issue (in a very cold Country) and Provinces are paid back by …
CBC Trudeau obsequious news. Why would we believe them ? ... oh, it's just a wee thing that affordable housing might be an issue (in a very cold Country) and Provinces are paid back by some quota... we know how the Liberals pay back (chump change) .. and oh, these immigrants are going to make Canada more prosperous... No mention of the Globalist agenda .. Trudeau is a BIG GLOBALIST ... taking over these immigrant's Countries is part of the plan
Identity Attack0.07012023
Insult0.0806213
Profanity0.021125201
Threat0.007145886
Severe Toxicity0.0037193298
Low Tox 0.17371799 Moderate Con 0.403
Dec 28, 2018 How much do refugees and …
Look at the government spending on illegals migrants is shocking. Immigrants come to Canada withlot of hardship. Language, assetts, qualifications, experience etc.etc. We did not come by just walking. After landing in Canada we were …
Look at the government spending on illegals migrants is shocking. Immigrants come to Canada withlot of hardship. Language, assetts, qualifications, experience etc.etc. We did not come by just walking. After landing in Canada we were not given resources to live here. Nothing at all. BIG ZERO. Jobs were not given so easily like the illegals entering the country.
Identity Attack0.13805299
Insult0.06407392
Profanity0.012277958
Threat0.0063497215
Severe Toxicity0.0032234192
Low Tox 0.17371799 Constructive 0.573 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They know how to invade any country in the world without any war.
They know how to invade any country in the world without any war.
Identity Attack0.040745795
Insult0.021803947
Profanity0.026454043
Threat0.13414288
Severe Toxicity0.0075912476
Low Tox 0.17285149 Low Con 0.084 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I wonder why they would like to live in the US so much? I've been there and I've met a lot of people from there, I am a tour guide from spain. I would say …
I wonder why they would like to live in the US so much? I've been there and I've met a lot of people from there, I am a tour guide from spain. I would say the US its an ok country, with good job opportunities, nice infraestructure but with a lot of problems of drug abuse, homelessness and crime Specially for a so called "developed nation". I was shocked when I heard that there are what you call school shootings there! Why don't you tackle that problem and alow it to happen? I have never seen that, in such a scale in more developed countries like switzerland, japan or south korea.
Identity Attack0.10221587
Insult0.06267534
Profanity0.04592061
Threat0.025271246
Severe Toxicity0.0059127808
Low Tox 0.17285149 Constructive 0.807 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
So I’m assuming that now you covered Brampton for its Indian population, you are going to do Vaughan for Italians next, or Chinese for Markham & Richmond, BC or Pakistani for Milton or Tamil’s for …
So I’m assuming that now you covered Brampton for its Indian population, you are going to do Vaughan for Italians next, or Chinese for Markham & Richmond, BC or Pakistani for Milton or Tamil’s for Scarborough or Jewish in Thornhill, etc..looking forward for series on ethnic enclaves all around the country.
Identity Attack0.17769934
Insult0.034672357
Profanity0.025770858
Threat0.013321015
Severe Toxicity0.006866455
Low Tox 0.17285149 Moderate Con 0.466
Sep 19, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
0:56 greatest country on Earth? Nice joke BTW
0:56 greatest country on Earth? Nice joke BTW
Identity Attack0.048737846
Insult0.029934563
Profanity0.05543986
Threat0.0116639575
Severe Toxicity0.00831604
Low Tox 0.17285149 Low Con 0.262
Jan 27, 2026 Inside Canada's Indian Invasion...
She just wanted to hear one country name supplying 90% students fees to the fraudulent educational system of Canada
She just wanted to hear one country name supplying 90% students fees to the fraudulent educational system of Canada
Identity Attack0.061130337
Insult0.08484049
Profanity0.015249812
Threat0.0065050707
Severe Toxicity0.0025177002
Low Tox 0.17285149 Low Con 0.185 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Too many people....we are going to become 3rd world country
Too many people....we are going to become 3rd world country
Identity Attack0.07094744
Insult0.0314771
Profanity0.021876704
Threat0.012130005
Severe Toxicity0.0062179565
Low Tox 0.17285149 Low Con 0.212
Nov 26, 2025 Quebec Ends Economic Immigration Program …
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax …
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax and never take a welfare penny from Canada .. But the refugee come , they only works for cash and collect welfare and they want this country to become there country and complaint no human right for them !
Identity Attack0.15303208
Insult0.054376744
Profanity0.014088398
Threat0.0065697995
Severe Toxicity0.0037193298
Low Tox 0.17285149 Constructive 0.631 Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
This need to stop get the Fawk out carney and let’s gets order in our country it’s already out of control
This need to stop get the Fawk out carney and let’s gets order in our country it’s already out of control
Identity Attack0.012441003
Insult0.06267534
Profanity0.11911256
Threat0.008945347
Severe Toxicity0.00579834
Low Tox 0.17198499 Low Con 0.164
Sep 30, 2025 IRCC Names India in Study …
U lost me when you said usa " greatest country on earth " bs
U lost me when you said usa " greatest country on earth " bs
Identity Attack0.031980325
Insult0.06424874
Profanity0.09868695
Threat0.0072106146
Severe Toxicity0.0049591064
Low Tox 0.17198499 Low Con 0.293 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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 question: "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 Attack0.18546575
Insult0.0573046
Profanity0.027820412
Threat0.009178371
Severe Toxicity0.0064086914
Low Tox 0.17198499 Constructive 0.754 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I feel that the problem is the Trudeau government and the NDP allowed to many immigrants into Canada without doing any background research on their status and now we have a huge influx of criminals …
I feel that the problem is the Trudeau government and the NDP allowed to many immigrants into Canada without doing any background research on their status and now we have a huge influx of criminals from many countries. These people have no interest whatsoever in assimilating into our society, they are only interested in taking advantage of our country and generosity.
Identity Attack0.11976352
Insult0.0720671
Profanity0.013302735
Threat0.0070552654
Severe Toxicity0.0038719177
Low Tox 0.17111848 Constructive 0.501 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Even though people watching this video here have vegetative mindset have to say canada is land of immigrants and this problem is never gonna end it will just shape a new country be ready fir …
Even though people watching this video here have vegetative mindset have to say canada is land of immigrants and this problem is never gonna end it will just shape a new country be ready fir it
Identity Attack0.12735364
Insult0.061626412
Profanity0.014805742
Threat0.007301235
Severe Toxicity0.003643036
Low Tox 0.17111848 Low Con 0.206 Comparative_Framing
Feb 27, 2026 Inside Canada's Indian Invasion...
Vassy here obnoxiously arguing that non Canadians have a right to our health services with 0 contributions and we have to argue why they don't. Our country is broke. Our economy is on the decline …
Vassy here obnoxiously arguing that non Canadians have a right to our health services with 0 contributions and we have to argue why they don't. Our country is broke. Our economy is on the decline and we have a major health care crisis. That's why we need to cut this waste.
Identity Attack0.038683333
Insult0.08434689
Profanity0.017709278
Threat0.008789998
Severe Toxicity0.0031852722
Low Tox 0.17111848 Constructive 0.504 Policy_Critique
Feb 24, 2026 10 likes 'We do know that there's …
I work with someone Sikh. He happens to live in Brampton. So what? He's a great guy and he works hard. He's probably first generation, and he's as Canadian as anyone else I know. Everything …
I work with someone Sikh. He happens to live in Brampton. So what? He's a great guy and he works hard. He's probably first generation, and he's as Canadian as anyone else I know. Everything I'm reading here is exactly what people once said about Irish and Italians. Give everyone some time to learn what being Canadian is all about. For the record I'm white and I've lived all my life, but I don't live in Barampton. I'm also first generation in this country, but I get a pass because my parents came here from Scotland, not India. That's not fair.
Identity Attack0.16587129
Insult0.054376744
Profanity0.058946952
Threat0.008893564
Severe Toxicity0.0062561035
Low Tox 0.17111848 Constructive 0.847 Moral_Argument
Sep 20, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Do finger prints for all comers , don't give any exceptions. I waited to consult a hospital doctor for 15 months, Is this an advanced country? I was able to see a hospital doctor on …
Do finger prints for all comers , don't give any exceptions. I waited to consult a hospital doctor for 15 months, Is this an advanced country? I was able to see a hospital doctor on the same day in 1970's .....lol Stop mass immigration .
Identity Attack0.10221587
Insult0.05262003
Profanity0.01846078
Threat0.008090926
Severe Toxicity0.004272461
Low Tox 0.17111848 Constructive 0.53
Sep 28, 2025 1 likes IRCC Names India in Study …
Anyone who doesn't add to a country and culture doesn't belong here.
Anyone who doesn't add to a country and culture doesn't belong here.
Identity Attack0.07094744
Insult0.06250052
Profanity0.015283971
Threat0.0082074385
Severe Toxicity0.0036621094
Low Tox 0.17111848 Moderate Con 0.353 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Degradation of society around the world, people want easy life so they become criminals people don't want to behave accordingly to the surrounding and the culture of the country.
Degradation of society around the world, people want easy life so they become criminals people don't want to behave accordingly to the surrounding and the culture of the country.
Identity Attack0.026609946
Insult0.0806213
Profanity0.020920247
Threat0.008427517
Severe Toxicity0.0030326843
Low Tox 0.17111848 Low Con 0.254 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
the whole country needs more shutdowns on immigrant programs it's time canadians mattered
the whole country needs more shutdowns on immigrant programs it's time canadians mattered
Identity Attack0.1444726
Insult0.03511308
Profanity0.013780965
Threat0.009204263
Severe Toxicity0.0044059753
Low Tox 0.17025198 Moderate Con 0.301
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Tbf before Europeans came to canada in the 17th century it was the country of groups like the Mi'kmaq, Beothuk, Huron-Wendat which were brown but they were invaded so.. just history repeating it self in …
Tbf before Europeans came to canada in the 17th century it was the country of groups like the Mi'kmaq, Beothuk, Huron-Wendat which were brown but they were invaded so.. just history repeating it self in many ways I guess.
Identity Attack0.18313584
Insult0.033570543
Profanity0.022013342
Threat0.008789998
Severe Toxicity0.004634857
Low Tox 0.17025198 Constructive 0.592
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Yes, it is free for all. This is why they are letting so many criminals into the country. President Trump's order to increase border protection is good
Yes, it is free for all. This is why they are letting so many criminals into the country. President Trump's order to increase border protection is good
Identity Attack0.027614836
Insult0.07935401
Profanity0.012722028
Threat0.008311004
Severe Toxicity0.0025749207
Low Tox 0.17025198 Moderate Con 0.43
Nov 21, 2025 Thousands of refugees allowed into …

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.