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: "They do this to every …" 827 comments · Page 28 of 34
Indians make up just 5.1% of Canada’s population according to 2021 census, can someone explain how can this overpower other communities, yet we’re often the easiest target for blame. Instead of taking responsibility, some choose …
Indians make up just 5.1% of Canada’s population according to 2021 census, can someone explain how can this overpower other communities, yet we’re often the easiest target for blame. Instead of taking responsibility, some choose to point fingers. Behind every smile is struggle, loneliness, and silent battles but we still wake up every day and work twice as hard without complaining
Identity Attack0.06613251
Insult0.02373764
Profanity0.011253181
Threat0.0064532873
Severe Toxicity0.0016593933
Low Tox 0.09308127 Constructive 0.672 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune …
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune but anyway of a big problem is the nurses this particular nurse that would let in a person the wife of a person that was from Croatia or somewhere that was getting a kidney machine to take home on the Canadian tax dollar and the nurse would let the wife come in after hours have dinner and sleep in an extra cot every night for 2 weeks they caught her they told her she had to find other accommodations and then there's kept letting her in after the doctors and other nurses went home a lot of the problem in healthcare is because we have all immigrants now as nurses because all their people that were doing it quit because of covid
Identity Attack0.025002124
Insult0.03566399
Profanity0.021056883
Threat0.0072365063
Severe Toxicity0.0029182434
Low Tox 0.091913216 Constructive 0.78 Personal_Narrative
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …
This is a nation wide issue in every small town, city across Canada.. I mean Canadastan.
This is a nation wide issue in every small town, city across Canada.. I mean Canadastan.
Identity Attack0.048737846
Insult0.026315894
Profanity0.01442999
Threat0.006530962
Severe Toxicity0.0021457672
Low Tox 0.09033044 Moderate Con 0.402 Fear_Threat
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Identity Attack0.020781586
Insult0.035443626
Profanity0.016821137
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.09033044 Constructive 0.712 Comparative_Framing
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
One person is direct and clear and the other one is using political-speak which is intentionally unclear. If you have the well-being of Canadian citizens as your top priority, why would you not be clear …
One person is direct and clear and the other one is using political-speak which is intentionally unclear. If you have the well-being of Canadian citizens as your top priority, why would you not be clear and direct? Even if being honest is embarrassing or inconvenient, it is the expectation of every Canadian citizen.
Identity Attack0.017867407
Insult0.037395194
Profanity0.012175481
Threat0.005974294
Severe Toxicity0.0011587143
Low Tox 0.08795626 Constructive 0.561
Oct 2, 2025 IRCC Names India in Study …
If we we're smarter as a species, immgration would be strict with assimilation tests to make sure you actually assimilate to where you're moving. Every country shouldnbe soverign and presurving the culture. Deportation if you …
If we we're smarter as a species, immgration would be strict with assimilation tests to make sure you actually assimilate to where you're moving. Every country shouldnbe soverign and presurving the culture. Deportation if you cant assimilate to the country you move to.
Identity Attack0.040745795
Insult0.017549826
Profanity0.01627459
Threat0.010395273
Severe Toxicity0.0021457672
Low Tox 0.08716487 Moderate Con 0.494 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Every where and all over Ontario pearson airport is like Delhi 😅😅😅😅😅😅 I shocked and asked, "Where am I? Canada or India
Every where and all over Ontario pearson airport is like Delhi 😅😅😅😅😅😅 I shocked and asked, "Where am I? Canada or India
Identity Attack0.05089863
Insult0.024124376
Profanity0.014532468
Threat0.006757513
Severe Toxicity0.0024795532
Low Tox 0.085582085 Moderate Con 0.472 Identity_Assertion
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Identity Attack0.0066596144
Insult0.034341812
Profanity0.012107162
Threat0.0071070488
Severe Toxicity0.001745224
Low Tox 0.085582085 Constructive 0.628 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
Canada is multiculture country. Indians have every right to live in Canada the way they want.
Canada is multiculture country. Indians have every right to live in Canada the way they want.
Identity Attack0.084182754
Insult0.019096779
Profanity0.018255826
Threat0.006427396
Severe Toxicity0.0027275085
Low Tox 0.083999306 Moderate Con 0.415 Moral_Argument
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers actually being valued and needed instead of competing for not even enough jobs? Oooh, so scary. Whatever they thought would happen, I don't see how it could have been worse than what we have now. How is getting millions of Tim Hortons and Walmart workers helping the aging population? It doesn't. The explanations don't make sense. 9:25 bs!!! How could they possibly think this? Their position is that since there was a population explosion in the 40's, now every future generation has to explode their population as well, or else there will be too many old people? Come on. It's too ridiculous to take seriously. Now since the rate isn't the same as the 40's they decide let's just import from countries that are massively over populated.... and become more like them. Like... NO!!! This is not what I want from life or for our world.
Identity Attack0.009434453
Insult0.03312982
Profanity0.020032106
Threat0.0071199946
Severe Toxicity0.0022602081
Low Tox 0.08320791 Constructive 0.71 Policy_Critique
Sep 24, 2025 1 likes Why Canadians Are Turning Against …
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing …
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing my son and lot of canadian citizen student in george brown college could not get CO-OP so they could not carry on education while overseas student specially Indian student got CO-OP either in my company . when i call my MMP they didn't reply so far now these student are working in Tim Horton
Identity Attack0.052035484
Insult0.025413504
Profanity0.014259194
Threat0.006848133
Severe Toxicity0.0020980835
Low Tox 0.08083374 Constructive 0.662 Personal_Narrative
Oct 6, 2025 IRCC Names India in Study …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
please keep sleeping as what ever you discover was well known to every one in Canada۔
please keep sleeping as what ever you discover was well known to every one in Canada۔
Identity Attack0.010581387
Insult0.028061481
Profanity0.011065305
Threat0.008375733
Severe Toxicity0.001745224
Low Tox 0.075294 Moderate Con 0.31 Meta_Commentary
Sep 29, 2025 IRCC Names India in Study …
My mother came to Canada in 1965 with her family. She learned how to speak english by watching kids shows on TV. She had 4 girls by 1979. She could speak fluent English by that …
My mother came to Canada in 1965 with her family. She learned how to speak english by watching kids shows on TV. She had 4 girls by 1979. She could speak fluent English by that time. We lived in low rentals with other immigrants. It was all about one another. The many different cultures came together and shared. We were all dirt poor, but we all accepted one another for who we are. No one was better than another. Every kid I grew up with was a tried and true Canadian. Every single one became a citizen if they weren't born here. We all learned from one another. This Canada? It's not the Canada I know. I was born in Ontario. Many of my family members are still there. They're looked down upon. What? They're Canadians but they're looked down upon for being in that same small town. It's Sad. We need another peaceful protest in Ottawa. Save our Canada.
Identity Attack0.027011903
Insult0.031256735
Profanity0.026454043
Threat0.0071199946
Severe Toxicity0.0022220612
Low Tox 0.075294 Constructive 0.844 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
Pretty simple to understand. When you go somewhere, you're being welcomed by the people there. You depend on their hospitality, but any place can only be so hospitable; eventually you wear out your welcome, and …
Pretty simple to understand. When you go somewhere, you're being welcomed by the people there. You depend on their hospitality, but any place can only be so hospitable; eventually you wear out your welcome, and that's happening with Indians very quickly. This is a universal pattern that happens in every country with mass immigration. You either respect a place and its original inhabitants, and show them gratitude for being there, or you prepare for conflict.
Identity Attack0.05976611
Insult0.019225692
Profanity0.014703264
Threat0.007637825
Severe Toxicity0.0019168854
Low Tox 0.07450261 Constructive 0.584
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good jobs and I speak English like a native. I got my PR in 2015 and I remember the painful uphill battle I had to go through just get that. All the bureaucracy, redtape, unnecessarily rigid rules, high cost and long wait I received from CIC/IRCC felt like a humiliation to me. Every document was scrutinized and every step had obstacle that fealt unreasonable (my TOEFL examiner ask me why I had to do the language test required by CIC, and I had to visit a notary to validate my Chinese national ID card). It felt uneasy but I understood that these were the rules that everyone had to go through, and moving and integrating into a new society was never meant to be easy. I went back to Canada in 2021 and 2024, and it was evident that the country I once called home had gone down the hill. The streets were screaming crime, unemployment, inflation, drug and filth, it's total social rot. As someone who went through the whole immigration process (and many of my friends who went through the same have left Canada for good, like myself), I attribute much of this to failed immigration policy. I cannot help but feel confused, angry, betrayed and humiliated when I look at the recent immigration policies of Canada and their results, and compare with what I had to go through. The feeling sums up to: Canada penalizes the hard-working and law-abiding people, and rewards the undeserved and the cheaters. Example: when the US creates wars in the Middle East, why does CANADA bear the cost of bringing in refugees? I never regretted moving back to China and East Asia, and I feel bad for those who still truly think of Canada as home, as I am one myself. When the leadership of a country deviates from pragmatism, reason and common sense, and instead embraces idealogies, hypocrisy and political optics, this is what happens. The prices are paid by everyone, immigrant or not. For this, Trudeau deserves a court trial for his incompetence and dereliction of duty; and the people of Canada need some honest and serious retrospection. I will share some words of wisdom by the late Lee Kwan Yew: “Whoever governs Singapore (LKY was the PM and founding father of Singapore) must have that iron in him. Or give it up. This is not a game of cards, this is your life and mine. I've spent a whole lifetime building this and as long as I'm in charge, nobody is going to knock it down.” I hope the clownish weakling politicians in Canada (and, in much of the western world nowadays) can be enlightened a little bit.
Identity Attack0.01465176
Insult0.03158728
Profanity0.018187506
Threat0.0072235605
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.819
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
4:50 This is literally every Canadian city, the outer suburbs are completely soulless, prioritizing quantity over quality. Although the older neighborhoods have the most crime, at least they have character in their design.
4:50 This is literally every Canadian city, the outer suburbs are completely soulless, prioritizing quantity over quality. Although the older neighborhoods have the most crime, at least they have character in their design.
Identity Attack0.019475231
Insult0.03158728
Profanity0.012038844
Threat0.0063238298
Severe Toxicity0.0014305115
Low Tox 0.07212844 Constructive 0.592 Policy_Critique
Oct 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
YEET THE JEETS!!! EVERY LAST ONE !!!
YEET THE JEETS!!! EVERY LAST ONE !!!
Identity Attack0.004643231
Insult0.016632931
Profanity0.020442016
Threat0.03304107
Severe Toxicity0.0042915344
Low Tox 0.07054565 Low Con 0.222 Identity_Assertion
Jan 27, 2026 31 likes Inside Canada's Indian Invasion...
It is WIIILLLLDDD how accurate this is.. it’s sad. Every province is like this. I’m from Saskatchewan 🇨🇦 every Tim Hortons is like that, and sadly a lot of people have boycotted there now.
It is WIIILLLLDDD how accurate this is.. it’s sad. Every province is like this. I’m from Saskatchewan 🇨🇦 every Tim Hortons is like that, and sadly a lot of people have boycotted there now.
Identity Attack0.011173353
Insult0.024768941
Profanity0.015932998
Threat0.0069516995
Severe Toxicity0.0017356873
Low Tox 0.069754265 Constructive 0.65 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I found them, they're working at every fast food place in Canada, subsidized by taxpayer dollars, because the liberals are trying to replace us. DON'T GO TO BUSINESSES THAT HIRE YOUR REPLACEMENT!!!!
I found them, they're working at every fast food place in Canada, subsidized by taxpayer dollars, because the liberals are trying to replace us. DON'T GO TO BUSINESSES THAT HIRE YOUR REPLACEMENT!!!!
Identity Attack0.014149316
Insult0.027218282
Profanity0.012277958
Threat0.0067057298
Severe Toxicity0.0018405914
Low Tox 0.069754265 Moderate Con 0.454
Sep 30, 2025 IRCC Names India in Study …
They are a lot in every province, city's and they are working to fellow Indians under the table
They are a lot in every province, city's and they are working to fellow Indians under the table
Identity Attack0.060220852
Insult0.02264188
Profanity0.017162729
Threat0.00746953
Severe Toxicity0.0023269653
Low Tox 0.069754265 Constructive 0.597 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Everyone is contradicting every one else... it's a boom, it's a recession, they work for cash, they don't ... it's easier in Canada, it's easier in India... 😊
Everyone is contradicting every one else... it's a boom, it's a recession, they work for cash, they don't ... it's easier in Canada, it's easier in India... 😊
Identity Attack0.031980325
Insult0.025929155
Profanity0.012107162
Threat0.0059937127
Severe Toxicity0.0014400482
Low Tox 0.06817148 Moderate Con 0.407 Humor_Satire
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Stop thinking of every one around the world and start thinking of protecting what we have here before its all given away . I feel like the rug is being pulled out beneath me .
Stop thinking of every one around the world and start thinking of protecting what we have here before its all given away . I feel like the rug is being pulled out beneath me .
Identity Attack0.0035887922
Insult0.024124376
Profanity0.017436003
Threat0.008026198
Severe Toxicity0.0015544891
Low Tox 0.06817148 Moderate Con 0.486
Nov 22, 2025 83 likes Quebec Ends Economic Immigration Program …
Khalistan will not Just be in India. It will be in every country in the world.
Khalistan will not Just be in India. It will be in every country in the world.
Identity Attack0.050216515
Insult0.014504919
Profanity0.019758832
Threat0.012078222
Severe Toxicity0.003528595
Low Tox 0.0665887 Low Con 0.214
Jan 27, 2026 Inside Canada's Indian Invasion...
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian …
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian dollars and then send that money out of our economy to their home Country. So our Canadian dollars are sold, and isn't spent in our Economy. When you go somewhere and you don't see any born in Canada employees you really need to make a choice to not support that business. Canadian wages should go to Canadians and spent in our economy. I hope we wise up and we start to really limit how many people we bring into the Country. We're literally bringing in 400K+ people that's about the size of Halifax, EVERY year. We just cannot support this rapid growth. Especially when the people coming in have no intention of integrating and do not share our values.
Identity Attack0.034042787
Insult0.026444806
Profanity0.014054239
Threat0.0067445673
Severe Toxicity0.0018978119
Low Tox 0.06579731 Constructive 0.781 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...

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.