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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: "I LOVE HER... she is …" 699 comments · Page 14 of 28
Who love Hanuman
Who love Hanuman
Identity Attack0.22783615
Insult0.07016616
Profanity0.075468846
Threat0.009981008
Severe Toxicity0.01502803
Low Tox 0.23739935 Low Con 0.286 Advertisement_Spam
Feb 10, 2026 Inside Canada's Indian Invasion...
My problem is not with the skin color, or the language, nothing like that. I would love to be able to talk to and spend time just learning about people...but I cannot. They worship another …
My problem is not with the skin color, or the language, nothing like that. I would love to be able to talk to and spend time just learning about people...but I cannot. They worship another god, not the creator, not the Holy God of Israel. Not the Creator who gave His only begotten son, so that whoever believes would not perish but have everlasting life. I will not ever worship another god..or bow down to these deities whom people have worshiped for thousands of years, therefore I can not be a partaker
Identity Attack0.24970764
Insult0.07555214
Profanity0.09098661
Threat0.010084574
Severe Toxicity0.011520386
Low Tox 0.2359567 Constructive 0.618
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently …
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently face a takeover by agitators and elites who proscribe to bankrupt and diminish our values; to tear us down and rebuild the land in "their image" and enrich themselves in the process. Not the Canada I used to Love, Not Glorious and Free ... Who stands on guard ? What became of "We" ? GOD SAVE OUR LAND
Identity Attack0.10221587
Insult0.123407245
Profanity0.035148825
Threat0.009644418
Severe Toxicity0.0060272217
Low Tox 0.2359567 Constructive 0.595 Identity_Assertion
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, so-called white American, and love Sanatana Dharm, or what most people call Hinduism - that term should soon be forgotten. Anyway, this video shows a variety of people called Indians but whom are vastly different in belief. So much so, they maybe fighting in India but abroad, they stick together. Islam and most Indian philosophies (they are not religions as there is no overarching institution or organization) feed the "devotees" several times a day...it is a part of the culture, shared meals with those who share faith. The Indians, they basically want a better life and will send money home. Muslims will buy land through a trust and then buy more and more. I don't know about Canada, but there are no such cultures in America - well, the Church has bought a lot of land but does nothing to serve people. The Mormons have land and a strong daily schedule, some community churches have very strong programs, but as a whole, The Church has done nothing to make itself appealing and therefore, there's no opposite or equal force. What to do? and as far as assimilating, yes, they should, but to what? Should they start playing hockey, drinking beer, etc. The second gen might. The West has lost it's way and religion isn't the solution but a culture not so decadent would be a good start.
Identity Attack0.28034934
Insult0.06722072
Profanity0.075792134
Threat0.014911477
Severe Toxicity0.008888245
Low Tox 0.2359567 Constructive 0.847
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is out of control and blow my mind that the government of Canada who did all this disaster. We are all immigrants in this country but this is an invasion not immigration. I love …
This is out of control and blow my mind that the government of Canada who did all this disaster. We are all immigrants in this country but this is an invasion not immigration. I love Canada but I regret coming here.
Identity Attack0.21470967
Insult0.082372494
Profanity0.017436003
Threat0.008000307
Severe Toxicity0.005302429
Low Tox 0.2359567 Constructive 0.532
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is cooked. That is why I left years ago. It breaks my heart to see the country that I loved so much going into ruins.
Canada is cooked. That is why I left years ago. It breaks my heart to see the country that I loved so much going into ruins.
Identity Attack0.1064171
Insult0.10294484
Profanity0.024677763
Threat0.010265815
Severe Toxicity0.0060653687
Low Tox 0.2359567 Moderate Con 0.453 Personal_Narrative
Oct 1, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
I think I'm the only person in the world who doesn't love Indian food. The smell of food plays a huge part in what I eat and it doesn't work that way with Indian food.
I think I'm the only person in the world who doesn't love Indian food. The smell of food plays a huge part in what I eat and it doesn't work that way with Indian food.
Identity Attack0.28034934
Insult0.043250903
Profanity0.04366605
Threat0.00756015
Severe Toxicity0.0065612793
Low Tox 0.23523538 Constructive 0.652 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s just so lovely how some people insist they own this country, even though their great-great-grandparents were, historically speaking, the original undocumented immigrants. Nothing says 'true Canadian' quite like a conveniently selective memory about history! …
It’s just so lovely how some people insist they own this country, even though their great-great-grandparents were, historically speaking, the original undocumented immigrants. Nothing says 'true Canadian' quite like a conveniently selective memory about history! And speaking of people who 'established' things: Have you noticed all the homeless folks? They’re overwhelmingly non-brown people. It’s almost baffling—here they are, the supposed descendants of 'pioneers' who’ve had centuries to 'build and settle,' and yet they apparently still couldn't manage to establish anything for themselves. I guess that superior heritage and centuries of head-start didn't quite translate into a sturdy roof, did it? How wonderfully ironic
Identity Attack0.24293575
Insult0.08484049
Profanity0.02433617
Threat0.007870848
Severe Toxicity0.0061798096
Low Tox 0.23523538 Constructive 0.546
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
don't listen to racists. Canada and USA love and welcome Indians.
don't listen to racists. Canada and USA love and welcome Indians.
Identity Attack0.21470967
Insult0.0836065
Profanity0.025087673
Threat0.0071199946
Severe Toxicity0.005760193
Low Tox 0.23451406 Moderate Con 0.484 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
i live in dubai, indians are smart, hardworking, reliable we love them. but its true the driving is horrible.
i live in dubai, indians are smart, hardworking, reliable we love them. but its true the driving is horrible.
Identity Attack0.16587129
Insult0.08484049
Profanity0.09868695
Threat0.00780612
Severe Toxicity0.005722046
Low Tox 0.23415339 Constructive 0.54 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town …
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town into an assimilation of their country make it make sense. Loved how the Indian lady summed it up because immigrants are different
Identity Attack0.27682206
Insult0.07840354
Profanity0.073529124
Threat0.006861079
Severe Toxicity0.0061416626
Low Tox 0.23415339 Constructive 0.75 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Metropolis (Brampton)
I still love my country idgaf
I still love my country idgaf
Identity Attack0.054763943
Insult0.07428485
Profanity0.2347036
Threat0.008285114
Severe Toxicity0.012283325
Low Tox 0.23198941 Moderate Con 0.41 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in …
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in worked hard and didn’t cause trouble, most importantly they intergrated. But something changed with this new wave of immigration. They don’t integrate, they don’t work, they want to cha ge the country and religion. They don’t seem to even like Brit’s 😂. It’s a sad situation. Govt has clearly done this on purpose so the natives have to fight for scraps by bringing in desperate people
Identity Attack0.2331515
Insult0.0836065
Profanity0.08840031
Threat0.008440462
Severe Toxicity0.010375977
Low Tox 0.23198941 Constructive 0.753 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming …
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming in. They just don’t give a f$@* about Canadian laws because no one has seen any consequences!
Identity Attack0.053399716
Insult0.082619295
Profanity0.257327
Threat0.0072753434
Severe Toxicity0.007171631
Low Tox 0.23162876 Constructive 0.59 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
The powers that be...also dincentivize marriage. Beause it would lower the cost of living. They love slavery via debt...
The powers that be...also dincentivize marriage. Beause it would lower the cost of living. They love slavery via debt...
Identity Attack0.099072486
Insult0.07016616
Profanity0.024814399
Threat0.012130005
Severe Toxicity0.0064086914
Low Tox 0.22712809 Moderate Con 0.307
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
*Hey! I Love Indian folk. But don't bring what you left behind to a new country. That is not fair to that new country's culture and heritage. Assimilate or go back.*
*Hey! I Love Indian folk. But don't bring what you left behind to a new country. That is not fair to that new country's culture and heritage. Assimilate or go back.*
Identity Attack0.23922618
Insult0.06512285
Profanity0.04892669
Threat0.010654188
Severe Toxicity0.008506775
Low Tox 0.22445217 Constructive 0.55 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Vassy = Liberal + Pro mass immigration + Loves asylum seekers more than Canadians
Vassy = Liberal + Pro mass immigration + Loves asylum seekers more than Canadians
Identity Attack0.18903255
Insult0.0810151
Profanity0.015215653
Threat0.00704232
Severe Toxicity0.005340576
Low Tox 0.22311419 Low Con 0.258 Identity_Assertion
Feb 24, 2026 'We do know that there's …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. Is taken their jobs and giving them to newcomers. I'm not against people coming over to our beautiful land and enjoying and contributing. Insane that? You've Come to us kindly respect us. Don't take Uber the way it is going right now. We are gonna be the minority and what's gonna happen 50 years down the road? Our great grandkids are gonna be going after the government. Looking for a handout because our government has given away all of our jobs. They've given away our security. I will our elderly need to work until almost the day they go in the ground, so many homeless families. Some of it. Is self situitional some of it? Is because, for a simple 3 bedroom. There's 2 grand add your hydro. Add, your heat. Winter is coming like one of the ladies in the video. Says I haven't had cable or satellite and probably 20 years. I make minimum wage working 40 hours a week. I have rent. I have a car payment. I have insurance and a warm more time. As she said, there's nothing left over. Where is our? Where is our Pat? On the back our gratitude, I am a people person. It doesn't matter color shape sighs. I love everybody as an individual but I like understanding when they're talking to me too. I don't know if this is gonna do any good. I really don't and I'm not trying to sound rude or racist cause. I am not it's just one lonely. Worker's outlook on the world and how Canada has become. Thank you to our government.
Identity Attack0.054763943
Insult0.13607834
Profanity0.058445938
Threat0.009126588
Severe Toxicity0.0062561035
Low Tox 0.22177623 Constructive 0.889
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
So much ragebait. British colonization destabilized our country, cultures, and unity, leaving a power vaccum for corruption. Search up the 1947 Partition. Decades of conflict led individuals to immigrate for better opportunities. We don’t need …
So much ragebait. British colonization destabilized our country, cultures, and unity, leaving a power vaccum for corruption. Search up the 1947 Partition. Decades of conflict led individuals to immigrate for better opportunities. We don’t need someone outside from Brampton coming in to provoke our community. Especially when ya’ll will never comment on the strengths of these immigrants—some of the most hardworking people you’ll meet. E.g. how the Punjabi Sikh community raised over $2.3 million for the first hospital in Brampton. Let’s emphasize the love, brother. 🙏🏽
Identity Attack0.116281845
Insult0.10148193
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.005760193
Low Tox 0.2191003 Constructive 0.756 Solidarity
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
‼️ Love your channel ‼️ But you are better than selling your viewers & sponsoring a Company that, scams people & take their time. Your sponsor / Free Cash -Gaming Service Provider. Here is some …
‼️ Love your channel ‼️ But you are better than selling your viewers & sponsoring a Company that, scams people & take their time. Your sponsor / Free Cash -Gaming Service Provider. Here is some information on the company- It’s not guaranteed, and larger rewards or complex tasks are much more likely to lead to disputes, denials, or long waits before (or if) payment happens. Freecash is not a reliable source!
Identity Attack0.009286462
Insult0.07935401
Profanity0.058445938
Threat0.0086087575
Severe Toxicity0.004673004
Low Tox 0.21642438 Moderate Con 0.453
Jan 27, 2026 Inside Canada's Indian Invasion...
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and …
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and spread violence. I find Indian and Chinese are hardworking honest people but there will always be thieves and bad people among every culture. We need to reduce the quanity and increase the quality of the ones we allow here. We need to support our own first.
Identity Attack0.20878418
Insult0.08508729
Profanity0.015557245
Threat0.009437286
Severe Toxicity0.004787445
Low Tox 0.21508642 Constructive 0.751 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee …
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee and asylum seekers who are a liability. Also as a sikh Indo Canadian. I couldnt care less about Khalistan.
Identity Attack0.23163283
Insult0.06984934
Profanity0.020032106
Threat0.007197669
Severe Toxicity0.0050735474
Low Tox 0.21374844 Constructive 0.782 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Jay Sriram we love india and Hanuman statue
Jay Sriram we love india and Hanuman statue
Identity Attack0.2028587
Insult0.07935401
Profanity0.072882555
Threat0.04029291
Severe Toxicity0.023076924
Low Tox 0.20705862 Moderate Con 0.405 Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
Respect immigrants and their culture.Do not love the world or the things in the world. If anyone loves the world, the love of the Father is not in him" (1 John 2:15). This verse warns …
Respect immigrants and their culture.Do not love the world or the things in the world. If anyone loves the world, the love of the Father is not in him" (1 John 2:15). This verse warns against worldly desires, which are not from God.
Identity Attack0.23542951
Insult0.046178754
Profanity0.025634222
Threat0.0077284453
Severe Toxicity0.0060272217
Low Tox 0.2043827 Moderate Con 0.472
Aug 25, 2025 Why Canadians Are Turning Against …
This is all a lie, they will never tell us the truth. Nowadays it's very hard to find truth news that is not controlled. Gotta love the left.
This is all a lie, they will never tell us the truth. Nowadays it's very hard to find truth news that is not controlled. Gotta love the left.
Identity Attack0.013345404
Insult0.11616662
Profanity0.021740068
Threat0.0077284453
Severe Toxicity0.00289917
Low Tox 0.20335422 Low Con 0.22
Apr 29, 2019 How much do refugees and …

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.