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: "I am moving there now" 533 comments · Page 12 of 22
2:07 I like this man, he can stay lol. I say this as someone who was born in Brampton and still live 20 minutes away. I would never move back there now cause of the …
2:07 I like this man, he can stay lol. I say this as someone who was born in Brampton and still live 20 minutes away. I would never move back there now cause of the smell.
Identity Attack0.094936445
Insult0.071116626
Profanity0.09518933
Threat0.011172019
Severe Toxicity0.008773804
Low Tox 0.22712809 Constructive 0.667 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
If Europeans don't want to live there, they can move back to Europe
If Europeans don't want to live there, they can move back to Europe
Identity Attack0.23011416
Insult0.039444692
Profanity0.036651865
Threat0.013476364
Severe Toxicity0.0073242188
Low Tox 0.22445217 Low Con 0.175
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a …
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a takeover of Canada with the assistance of quisling politicians. The very ones he votes for by-the-way. Kali is funded by rich Indian billionaires. End-game 2100. When Canada be little more than offshore state of India. Well recently his son was laid off from his job. Replaced by a lower paid Indian worker as prophesied would gradually happen to native workers by whoever outed Project Kali four decades back. Low & behold his lad is now looking to move overseas. Surprise, surprise. My mate has become a big believer in Project Kali. Now even wants an Alberta free of Ottawa.
Identity Attack0.14661247
Insult0.1469393
Profanity0.026454043
Threat0.009955117
Severe Toxicity0.0061798096
Low Tox 0.22311419 Constructive 0.529 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's …
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's true for every immigrant community that emigrated from Europe as well. You have Irish immigrant towns, little Italy's, China towns, little India's, polish neighborhoods in Chicago etc ...these kind of neighborhoods are all over north America (USA & Canada). This is natural. Assimilation happens in 1 or 2 generations. Economic expansion and fulfilling social security benefits for the older generation needs population growth and a new younger workforce. This is achieved thru immigration of skilled labor force of all kinds. Population dynamics and demographics keep changing all the time and it has happened thru out human history. Now we are living in an interconnected and inter dependent world. It's better to adapt to change and move on and retain your loyalty to the country they migrated to and contribute positively to their economy and try to assimilate as much as possible and be aware of the sensitivities. This new immigration is from Asia and they are of different ethnicities and cultural background unlike european immigration that happened earlier. So some backlash to these new people's is to be expected and there will be lot of scapegoating and stereotypical epithets that will employed to demonize the new immigrant groups. We all have to adjust assimilate and move on in this great circle of life.
Identity Attack0.18705739
Insult0.08582769
Profanity0.027410502
Threat0.012440704
Severe Toxicity0.0062179565
Low Tox 0.2191003 Constructive 0.732 Comparative_Framing
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Most of us don't want them in our country. I left Canada 3 years ago and don't know if I will ever move back
Most of us don't want them in our country. I left Canada 3 years ago and don't know if I will ever move back
Identity Attack0.23694818
Insult0.056133457
Profanity0.015932998
Threat0.008789998
Severe Toxicity0.006866455
Low Tox 0.2191003 Constructive 0.549 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Move them all up to Thunder Bay lmao
Move them all up to Thunder Bay lmao
Identity Attack0.025806036
Insult0.061451588
Profanity0.07967158
Threat0.1329628
Severe Toxicity0.012359619
Low Tox 0.21241048 Low Con 0.187 Humor_Satire
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
The issue with Canada is that, when Europeans came here, they didn't integrate with native Indians, didn't accept their traditions/lanuages but brought their own European culture/traditions and languages and named it as a Canadian Culture. …
The issue with Canada is that, when Europeans came here, they didn't integrate with native Indians, didn't accept their traditions/lanuages but brought their own European culture/traditions and languages and named it as a Canadian Culture. The reason why Europenas were able to take over the whole Canada and impose English and French language is that European culture was strong, then brown/black/asian people are moved to Canada and they are brought their own culture/languages, but the brown culture really stood up and sustained because their culture was strong like europeans and more of them are still coming. the history is repeating itself because of politicians in power. People on the both sides are not willing to listen the other side, for example, citizens think that international students are creating the a here, doing cash jobs but they don't see that this coutntry that charged them $9k/term tution fees can't even provide them a job forcing them to work illigally and commit crimes, and on the other side Internation students think that citizens hate us because they are brown but big NO citizens are frustrated because they have no jobs and immigrants are not integrating themselves among other communities. Higher unemployment = higher crime = more = higher division among people, ALL THIS IS HAPPENING BECAUSE THE GOVERNMENT IS ALLOWING.
Identity Attack0.2783691
Insult0.0670459
Profanity0.027683776
Threat0.007819066
Severe Toxicity0.0063705444
Low Tox 0.20572066 Constructive 0.74
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro I'm Punjabi and I'm born in Brampton. Many people in my generation are integrated and we do more "Canadian" things that "Punjabi" things. People scapegoat Brampton and immigrants for the government failing to build …
Bro I'm Punjabi and I'm born in Brampton. Many people in my generation are integrated and we do more "Canadian" things that "Punjabi" things. People scapegoat Brampton and immigrants for the government failing to build and honour housing or infrastructure for the last 30 years. Of course there needs to be reforms on immigration but for the everyday person It’s way easier to blame a random brown guy for high rent than to admit the system is, and has been, broken by design. People have been moving, trading, and mixing for thousands of years.
Identity Attack0.21668483
Insult0.076819435
Profanity0.036401358
Threat0.009074804
Severe Toxicity0.005569458
Low Tox 0.2028889 Constructive 0.804
Jan 27, 2026 Inside Canada's Indian Invasion...
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian …
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian culture and love it. I've called this country my home for the last 40yrs and wouldn't want to live anywhere else. We live by the rules and laws of this Country as all other immigrant SHOULD. I hated it just as much when new immigrants come and try to impose their culture and way of life on us then complain when they meet resistance. It's simple, if you are planning to go live in a foreign country and you don't like or think you can handle the culture, then you shouldn't move there.
Identity Attack0.1808059
Insult0.0838533
Profanity0.03339528
Threat0.009230154
Severe Toxicity0.006713867
Low Tox 0.20265625 Constructive 0.857 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Well i hope millions more Indians move to Canada.
Well i hope millions more Indians move to Canada.
Identity Attack0.27340925
Insult0.039151907
Profanity0.019553876
Threat0.0075083673
Severe Toxicity0.0051116943
Low Tox 0.20265625 Moderate Con 0.308 Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
bro moving like Nick Fuentes. Initially intelligent, now Israeli Bot 🤣
bro moving like Nick Fuentes. Initially intelligent, now Israeli Bot 🤣
Identity Attack0.11047905
Insult0.09270445
Profanity0.049427703
Threat0.007832011
Severe Toxicity0.007972717
Low Tox 0.20242359 Low Con 0.144 Meta_Commentary
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
6:10 66 ILLEGAL DRIVING schools shut down in Brampton my moms Indian friend moved to my small town and literally told us half her family bought there license
6:10 66 ILLEGAL DRIVING schools shut down in Brampton my moms Indian friend moved to my small town and literally told us half her family bought there license
Identity Attack0.11163961
Insult0.034341812
Profanity0.055940874
Threat0.014220826
Severe Toxicity0.010299683
Low Tox 0.20242359 Moderate Con 0.453 Unverified_Claim
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give …
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give the experience to those who lived here and need it. They’d rather hire someone from somewhere else that has experience and then fails to follow through as the born and raised person given the opportunity would. The amount I’ve seen white people fight to work and work fighting to keep their job burning themselves out when they’re easily replaceable by someone for a fraction of the cost and needing 3 people in their place since most immigrants are extremely lazy, especially after getting the pr. I’ve watched so many eastern Indians start to work full time. Hardly do anything until they get their card then drop off the map of actual work being done only to move to Ontario. Meanwhile I apply to countless jobs and don’t get one call back in 2 years with experience. Don’t even get me started on housing..
Identity Attack0.21668483
Insult0.06652143
Profanity0.025770858
Threat0.0083886795
Severe Toxicity0.0051498413
Low Tox 0.20195828 Constructive 0.643 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
It’s not even a drop in the bucket. Canada is dead. I’m moving to Alberta before they leave and I have to immigrate there.
It’s not even a drop in the bucket. Canada is dead. I’m moving to Alberta before they leave and I have to immigrate there.
Identity Attack0.12208464
Insult0.0623257
Profanity0.022286616
Threat0.033386398
Severe Toxicity0.00541687
Low Tox 0.20172562 Moderate Con 0.323
Dec 29, 2025 Deportations From Canada at Their …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to the US and probably Canada definitely the UK. They get there and then expect the country to conform to them and their culture and that’s not right. People that move to different countries need to conform to that country and shouldn’t be allowed to be a citizen if they can’t speak, read and write that countries language proficiently.
Identity Attack0.1294935
Insult0.0818789
Profanity0.02433617
Threat0.00866054
Severe Toxicity0.005455017
Low Tox 0.20149297 Constructive 0.513 Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
I understand the culture clash; I lived in Abbotsford, BC, moving there in 2005 and staying for nearly 10 years, and the Sikh/Indian population was very prevalent there. They had a reputation of not "joining …
I understand the culture clash; I lived in Abbotsford, BC, moving there in 2005 and staying for nearly 10 years, and the Sikh/Indian population was very prevalent there. They had a reputation of not "joining in" until the third generation and a bad habit of only dealing with other Indians, not even bothering to try and learn English, and being a bit of a nuisance in the SevenOaks Mall. I have memories of them complaining when the employees didn't know any Punjabi, trying to haggle prices in the stores (sometimes aggressively), and harassing female staff. By the third generation they generally had adopted fully into Canadian culture and, oddly enough, the most violent clashes were between first generation and third generation Indians because the first generation was "behaving badly".
Identity Attack0.2127345
Insult0.083359696
Profanity0.04592061
Threat0.010783645
Severe Toxicity0.006866455
Low Tox 0.1991664 Constructive 0.846
Sep 19, 2025 123 likes Inside Canada's Indian Metropolis (Brampton)
I'll never understand people who love their country and culture so much and then move to Canada or USA😂😂😂😂
I'll never understand people who love their country and culture so much and then move to Canada or USA😂😂😂😂
Identity Attack0.17303948
Insult0.03885912
Profanity0.017709278
Threat0.0070552654
Severe Toxicity0.0050354004
Low Tox 0.19789438 Moderate Con 0.374 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things …
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things seem so wrong. My main upset is for my teen son. Turned 16 after Christmas. So excited about looking for a part-time job, earning some money, getting experiences and (unbeknownst to him ) expanding his social circle. This excitement came from me. LIke all us Canadians who remember our first part-time jobs (mine was at a McDonalds), I regaled my son in stories of that first part-time job. How much I learned from it, and the so many benefits it would have for me as I got older. He listened, and couldn't wait to turn 16. Also, like most parents, I raised him on the benefits of working hard in school, getting good grades, learning, getting involved, etc. Do these things son, and you will have a good future. He listened. Honours student all his life. Played on school teams. Performed in talent shows, Volunteered his time, etc., etc. Not a bad resume for a first time teen seeking a job. It is now heading into September. He has applied at all the traditional teen job hotspots, (all the fast food joints, grocery stores, drug stores, etc). Dozens of resumes, online and in-person applications. Not a single response. Then I walk into the local Burger King. Not a single Caucasian, Black, Hispanic, Indigenous, or Far Eastern employee. All East Indian (or Pakistani). Suddenly I am really noticing this trend everywhere, especially in the franchise fast food industry; especially upsetting when I even see it in a Harvey's (even more Canadian than Timmies). It's either East Indians or Arabs. I don't know for how long I have been hearing about diversity and fair hiring practices (which I have always supported); but to see this trend makes me furious. Are the owners of these franchise exempt from fair hiring practices? Are they not taught we are a diverse country? This is wrong. I want to finish with two sad situations which we should all be concerned about. When my eldest was looking for part-time work after the pandemic, he walked into a Mr. Submarine. He asked if he could leave his resume or fill out an application. The Arab cashier told him in broken English they were not hiring. As he was walking out, a young Arab man walked in. He approached the same cashier and asked for an application. She gave him one. WTF. My last comment, is the most concerning of all. My 16 year old, who works so hard at school, and at everything he does, recently commented, after yet another non-reply after handing out a slew of resumes, "Dad... what's the use of working so hard if I can't even get a job at McDonalds." I wonder how many other Canadian teens are feeling the same way. Not just white teens. Black, Hispanic, Indigenous and East Asian teens. Seems the broken English East Indian and Arab teens and young adults aren't asking themselves that. How long until my son thinks I am just spewing BS about this hard work thing? This is not about racism. This is about fair hiring practices, especially in more and more franchises; however, I do find myself listening to more and more of these videos, and find myself developing sucb negative feelings towards these two cultures. This is not Canadian. To be thinking this way, especially, is not Canadian. What do we do? Speak up, and we are racist. Stay quiet, and our teen kids move into adulthood without job experience, money put away, or just having a life experience that any of us over 30 (no matter our race) experienced. Something has to change; but I haven't a clue how to do that.
Identity Attack0.15303208
Insult0.07808672
Profanity0.027273865
Threat0.008531082
Severe Toxicity0.00541687
Low Tox 0.19789438 Constructive 0.837 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Just a technical term but that guy is a human smuggler not a trafficker. trafficking is when you are taken somewhere against your will. smuggling is when you are willfully being moved into the other …
Just a technical term but that guy is a human smuggler not a trafficker. trafficking is when you are taken somewhere against your will. smuggling is when you are willfully being moved into the other area.
Identity Attack0.0073255757
Insult0.1378885
Profanity0.022149978
Threat0.009359611
Severe Toxicity0.003566742
Low Tox 0.19694418 Constructive 0.575 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Looks like my neighbourhood in Auckland, New Zealand. It was still mostly White when we moved here about a decade ago...
Looks like my neighbourhood in Auckland, New Zealand. It was still mostly White when we moved here about a decade ago...
Identity Attack0.24150419
Insult0.032248367
Profanity0.03389629
Threat0.008298059
Severe Toxicity0.0059509277
Low Tox 0.19694418 Constructive 0.563 Comparative_Framing
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat …
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat growth. Many Canadians moving out of the country.
Identity Attack0.105836816
Insult0.075868964
Profanity0.016547862
Threat0.00951496
Severe Toxicity0.0034713745
Low Tox 0.19694418 Constructive 0.624
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I was born in Poland, raised in Canada, and despite living in Toronto, learned both official languages to utter fluency. Yet to communicate with others in Toronto, apparently Hindi and Punjabi are what is required …
I was born in Poland, raised in Canada, and despite living in Toronto, learned both official languages to utter fluency. Yet to communicate with others in Toronto, apparently Hindi and Punjabi are what is required for economic opportunity . That’s absurd…so I moved back to Europe because I like living in a place with a sense of identity, not just an economic unit for our corporate overlords (who are the real culprits of unskilled immigration.
Identity Attack0.10221587
Insult0.09270445
Profanity0.019075647
Threat0.0065568537
Severe Toxicity0.0029754639
Low Tox 0.19409354 Constructive 0.605 Personal_Narrative
Jun 18, 2025 169 likes How Canada broke its immigration …
I went to college with a roommate from Delhi. I visited in his home country and family and actually really enjoyed it. Yes, there is less cleanliness culture. Yes, there is less personal space. He …
I went to college with a roommate from Delhi. I visited in his home country and family and actually really enjoyed it. Yes, there is less cleanliness culture. Yes, there is less personal space. He actually ended up moving to Toronto last year. However with all the negatives you see on YouTube, it's always good to note that Indians are always friendly and helpful people. I'd rather have them than most other immigrant cultures
Identity Attack0.2463217
Insult0.0573046
Profanity0.020646973
Threat0.0063367756
Severe Toxicity0.004863739
Low Tox 0.19124292 Constructive 0.833 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Punjabis are just about 2% of Indian population and almost 90% of immigration to UK, Canada and Australia. They have built a whole system on how to migrate to western countries, there are corporations, syndicates …
Punjabis are just about 2% of Indian population and almost 90% of immigration to UK, Canada and Australia. They have built a whole system on how to migrate to western countries, there are corporations, syndicates who find all possible loop holes and even defraud immigration rules and exploit it. Whole villages are emptying in India and moving to suburbs in the west.. One who see Indians in the west might think Sikhs are India, but they are a miniscule minority of about 2% concentrated in Punjab region..
Identity Attack0.21866
Insult0.07365121
Profanity0.047674157
Threat0.010990778
Severe Toxicity0.006904602
Low Tox 0.19124292 Constructive 0.581
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
People from different ethnicities are getting hard time from one community make them uncomfortable hence moving out. City should be distributed equally from different ethnicities instead. Indian community dominance is bizzare
People from different ethnicities are getting hard time from one community make them uncomfortable hence moving out. City should be distributed equally from different ethnicities instead. Indian community dominance is bizzare
Identity Attack0.22859548
Insult0.053791173
Profanity0.023994578
Threat0.009230154
Severe Toxicity0.0051116943
Low Tox 0.19029272 Constructive 0.518 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)

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.