Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "There should be a country …" 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)
Ask your Government for making your country like asking other countries to take over. Why Blame INDIA. ask ur POLITICIANS
Ask your Government for making your country like asking other countries to take over. Why Blame INDIA. ask ur POLITICIANS
Identity Attack0.12440576
Insult0.07872037
Profanity0.030389199
Threat0.012803185
Severe Toxicity0.0076293945
Low Tox 0.17458448 Low Con 0.199
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
India had experienced a very bad situation when Western nations invaded and treated natives as slaves, imposed the "Hindu tax" on Indians, for about 1000 years, till 1947. It is estimated that English rulers looted …
India had experienced a very bad situation when Western nations invaded and treated natives as slaves, imposed the "Hindu tax" on Indians, for about 1000 years, till 1947. It is estimated that English rulers looted over £45 trillion worth of wealth from India, in addition to priceless artefacts, precious stones, and cultural treasures stolen, many of which remain in the British Museum to this day. India was subjected to foreign rule for nearly a thousand years, culminating in English colonial rule. During this time, countless Indians were enslaved, shackled, and forcibly transported to distant English colonies to work as indentured labourers under inhumane conditions. " Hindu tax ' was imposed on every Indian, and English rulers collected the tax on gunpoint for centuries. Those who did not have money were used as slaves in English households. Ancient India, once a beacon of knowledge and wisdom, was known as a subcontinent of learning and prosperity, contributing up to 38% of the world’s GDP at its height. For centuries, Indians struggled for their freedom, drawing strength from the timeless values of truth and non-violence embedded in our culture. The freedom movement, led through non-violent resistance, ultimately led to India's independence in 1947. However, the residual grip of colonial influence continued until around 1956. By the end of colonial rule, India’s sacred and ancient universities had been dismantled, and the country—once among the richest—was reduced to one of the poorest nations in the world. Widespread poverty, illiteracy, disease, social divisions, and national humiliation were the tragic legacies of foreign rule. If might and brawn continue to justify exploitation, it must be confronted with truth, non-violent justice, and a collective call for accountability.
Identity Attack0.16587129
Insult0.06634661
Profanity0.035399333
Threat0.01698343
Severe Toxicity0.005836487
Low Tox 0.17458448 Constructive 0.6 Comparative_Framing
Sep 19, 2025 34 likes 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 …
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...
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...
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)
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 …
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...
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 …
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 …
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)
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 …
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 …
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 …
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 …
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...
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)
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)
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...
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 …
If Caucasian people go to a different country and try to force their culture, it’s colonization. If other cultures come to North America and force their culture, it’s celebrated.
If Caucasian people go to a different country and try to force their culture, it’s colonization. If other cultures come to North America and force their culture, it’s celebrated.
Identity Attack0.20483385
Insult0.031036375
Profanity0.024131214
Threat0.009359611
Severe Toxicity0.0045204163
Low Tox 0.17025198 Moderate Con 0.314 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
As an immigrant I highly agree…IF YOU CAME TO ANOTHER COUNTRY FOR A BETTER AND PEACEFUL LIFE YOU SHOULD EMIGRATE, RESPECT AND BECOME PART OF THAT COUNTRYS’ CULTURE AND NOT TRY TO DESTROY IT. Cause …
As an immigrant I highly agree…IF YOU CAME TO ANOTHER COUNTRY FOR A BETTER AND PEACEFUL LIFE YOU SHOULD EMIGRATE, RESPECT AND BECOME PART OF THAT COUNTRYS’ CULTURE AND NOT TRY TO DESTROY IT. Cause I’m sure that tourist who visit certain countries are expected to do the same . For example if I wanted to travel to a Middle Eastern Country I would have to wear a Burka or another form of head covering even though that’s not what I’m use to. So yea…If you can’t respect Canada for its culture STAY IN YOUR COUNTRY OF BIRTH AND STOP TRYING TO CONFORM CANADA INTO SUCH.
Identity Attack0.11512129
Insult0.06564732
Profanity0.024951037
Threat0.009644418
Severe Toxicity0.005607605
Low Tox 0.17025198 Constructive 0.647 Moral_Argument
Aug 25, 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.