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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: "Canada is a country of …" 1,359 comments · Page 32 of 55
Hmmm, come to Canada from your 3rd world country and we will give your family a one time payment of $50,000. More money than you have ever seen in your life time. Literally like winning …
Hmmm, come to Canada from your 3rd world country and we will give your family a one time payment of $50,000. More money than you have ever seen in your life time. Literally like winning the lottery. No wonder all these border jumpers are clambering here. I mean if, say Switzerland, was offering you, yes you, a cheque for $50k to come live in their country wouldnt you take it if you didnt have much here in Canada? Like didnt own property, didnt have a great job, etc etc. Of course you would.
Identity Attack0.18235919
Insult0.09270445
Profanity0.02119352
Threat0.007598988
Severe Toxicity0.0073242188
Low Tox 0.2359567 Moderate Con 0.353
Dec 21, 2017 18 likes How much do refugees and …
Refugees belong in another part of the big big country they come from, or neighbouring countries. Benefit-shopping to land --- by plane ! --- in countries where GDP is $50K+ per year is just bogus, …
Refugees belong in another part of the big big country they come from, or neighbouring countries. Benefit-shopping to land --- by plane ! --- in countries where GDP is $50K+ per year is just bogus, fraudulent, and opportunistic. Canada builds the world biggest amusement park and puts up signs for FREE ADMISSION, NOW AND FOREVER. So taken-advantage-of.
Identity Attack0.10221587
Insult0.16124763
Profanity0.016342908
Threat0.0067186756
Severe Toxicity0.0045776367
Low Tox 0.23523538 Low Con 0.234
Dec 26, 2025 1 likes Deportations From Canada at Their …
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, …
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, whom are the future of Canada cannot even get jobs, because the government is giving potential employers partial money to hire the Immigrants therefore not letting Natural Citizens of Canada GET JOBS. We need to stop paying taxpayers money to the Illegal Immigrants. Another thing we should be only allowing into our country only skilled workers with trades! Also every immigrant needs to be vetted to see if they have Criminal Records. Also we should not be letting people into our country who do have our Canadian Values and Standards of Humanity. There are certain people being allowed in our country WHO DO NOT fit our society.
Identity Attack0.2127345
Insult0.10148193
Profanity0.017777596
Threat0.010654188
Severe Toxicity0.0074768066
Low Tox 0.23523538 Constructive 0.593 Policy_Critique
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
let’s be honest, if tyler is making a video about this.. that means we are not crazy and there is very much a problem and I feel very bad for Canada. Honestly, as an American …
let’s be honest, if tyler is making a video about this.. that means we are not crazy and there is very much a problem and I feel very bad for Canada. Honestly, as an American I would not tolerate this infestation in my country. Like I literally would not tolerate it and I would do something about it to make sure this doesn’t happen.
Identity Attack0.057492398
Insult0.11978693
Profanity0.07934829
Threat0.010291707
Severe Toxicity0.0061416626
Low Tox 0.23523538 Constructive 0.582
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Inspite of all these Indians are just 7% of Canadian population and being Indian, even I don't agree with most of the things, like erecting a big idol or trying to Indianise Canada. When you …
Inspite of all these Indians are just 7% of Canadian population and being Indian, even I don't agree with most of the things, like erecting a big idol or trying to Indianise Canada. When you go to that country learn to respect their culture , inspite of being less than 10% of the population you stand out because of these behaviors
Identity Attack0.2783691
Insult0.07808672
Profanity0.04291453
Threat0.007521313
Severe Toxicity0.008163452
Low Tox 0.23451406 Constructive 0.64 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
stop immigration system or atleast put country cap system. Indians are turning canada into India. The companies now only hire indians because of cheap labor or going offshore. I work ina company and 60percent are …
stop immigration system or atleast put country cap system. Indians are turning canada into India. The companies now only hire indians because of cheap labor or going offshore. I work ina company and 60percent are from india, sometimes i feel living in india than in canada
Identity Attack0.2877625
Insult0.06302499
Profanity0.0166845
Threat0.0074048014
Severe Toxicity0.0051498413
Low Tox 0.23415339 Moderate Con 0.47 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Who cares whether it's a good look for Canada or not! If you are in our country Illegally then you should be rounded up and deported just like ICE is doing in the USA.
Who cares whether it's a good look for Canada or not! If you are in our country Illegally then you should be rounded up and deported just like ICE is doing in the USA.
Identity Attack0.13805299
Insult0.06617179
Profanity0.020851927
Threat0.04098356
Severe Toxicity0.007820129
Low Tox 0.23415339 Moderate Con 0.455 Call_To_Action
Jan 15, 2026 35 likes 2.9 million Canadian temporary visas …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service I contact it's just * people now. When I went to college everyone was from there. This was a regular local college that Canadian kids aspire to go to. They made up 90% of the classmates, they never showed up to class, they refused to participate in team projects, nobody failed. They did so poorly but the school charges 3x. My final year they cancelled final exams because they decided too many international students would fail. They are from the same country but they have different religions and from different cities that hate each other so they would refuse to communicate with each other. Imagine you meet someone from another province and you hate them and aren't afraid to crashout in public over it. My next door neighbors there is so many people living in the house that they live there on a schedule one group in and one group out. You would think they would be going to work NO they literally hang out all day long like a bad 90s comedy movie. In the last 10 years all of the house in my town skyrocketed in price. The people around me all bought around 2010 - 2015 for $150k - $260k and sold for around $1m 2023 - 2026. Average house price in my town has stayed at 3x what it was 10 - 15 years ago. They don't rake their leaves, they don't clean up their trash, they don't clear their snow from their driveways. Both my parents are immigrants, they came here poor had to work, had to respect the country and its laws and culture because that's what allowed Canada to be successful so they could come here. All I hear about or see now is immigrants from the one country? When I was a kid I grew up with every nationality where did everybody go?
Identity Attack0.036105253
Insult0.089778624
Profanity0.094542764
Threat0.008505191
Severe Toxicity0.00831604
Low Tox 0.23415339 Constructive 0.684 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Healthcare in Canada is only a promise, the reality is the wait-list, every step of the way. I took a 17-month wait for a mri and cut it down to 17 hours, cutting a multi-year …
Healthcare in Canada is only a promise, the reality is the wait-list, every step of the way. I took a 17-month wait for a mri and cut it down to 17 hours, cutting a multi-year process down to 6 days. To get a mri in Canada is not easy there are only a smattering of private options if you want to pay, but you still have to wait 3 weeks, and it will cost $3500. I said screw it, bought a plane ticket, flew to Bangkok arriving on a Saturday, saw a doctor on Sunday, had a mri on Monday, and got the results on Friday. Then I spent the next week sitting on a beach. The total cost all in was $1900. I am not fussy, I'll accept any hospital in any country that will accept me.
Identity Attack0.01666154
Insult0.08582769
Profanity0.26628086
Threat0.008893564
Severe Toxicity0.009651184
Low Tox 0.23379272 Constructive 0.665 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Thank God Canada is full of indian people, can you imagine if they all were from any "Peacefull religion" african country. 98% of them are law abiding simple people and same goes for chinese too. …
Thank God Canada is full of indian people, can you imagine if they all were from any "Peacefull religion" african country. 98% of them are law abiding simple people and same goes for chinese too. BUT I fully agree that Turdeau govt should not have opened the gates for everyone after Covid, Student Visa/legal immigration is a different issue.
Identity Attack0.28034934
Insult0.071433455
Profanity0.017162729
Threat0.006641001
Severe Toxicity0.0050354004
Low Tox 0.2330714 Constructive 0.721 Policy_Critique
Feb 14, 2026 Inside Canada's Indian Metropolis (Brampton)
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were …
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were no catholic churches in india. But these people are coming peacefully and not looting your country. They are also providing for canada. Please dont be racist. World is changing ,times aredifferent. Please accept the change. All have rights to follow any religion and follow there culture. you can get work done from them for cheap labour, but cant accept their culture. This isnt fair. Just becouse someone change there country they cant change their culture or values within a year or two.
Identity Attack0.22935481
Insult0.100019015
Profanity0.021398475
Threat0.010550622
Severe Toxicity0.0059127808
Low Tox 0.23271075 Constructive 0.632 Moral_Argument
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
You could save that 78 million by not allowing so many in. Almost 80 thousand “students” have emptied food banks or disappeared into Canada. No cost is too high to remove these people. Stop letting …
You could save that 78 million by not allowing so many in. Almost 80 thousand “students” have emptied food banks or disappeared into Canada. No cost is too high to remove these people. Stop letting them in and you will save hundreds of millions. This is criminal. Fix Canada before you offer our country over to “refugees” and no we cant do both.
Identity Attack0.15731181
Insult0.10148193
Profanity0.015591404
Threat0.011042561
Severe Toxicity0.0062942505
Low Tox 0.23271075 Moderate Con 0.394 Economic_Argument
Dec 30, 2025 1 likes Deportations From Canada at Their …
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Identity Attack0.10221587
Insult0.11616662
Profanity0.024472807
Threat0.010602405
Severe Toxicity0.0062942505
Low Tox 0.23235008 Low Con 0.154 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The only problem I see is there are so many Indians.Over 1 billion and as is their right they are creating better opportunities for themselves just like many other nationality.Indians are by and large hardworking …
The only problem I see is there are so many Indians.Over 1 billion and as is their right they are creating better opportunities for themselves just like many other nationality.Indians are by and large hardworking good humans.Its not just Canada but all over Europe are receiving thousands.Ireland for example is tiny with a population of 7 million overall and its seeing a big influx of Indians .Irelands indigenous population will be a minority in 30/40 years I’m not just saying its Indians in Ireland but they are a a growing population in many countries
Identity Attack0.28034934
Insult0.07016616
Profanity0.033144772
Threat0.009359611
Severe Toxicity0.0075912476
Low Tox 0.23235008 Constructive 0.749 Fear_Threat
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the …
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the people. Large majority of them came here legally and frankly are stuck here because of the investments and loans they've taken to come to this country. Blame your government for obviously chasing quick returns rather than working towards a better future for Canadians.
Identity Attack0.17925262
Insult0.1087965
Profanity0.013405213
Threat0.0067769317
Severe Toxicity0.0046157837
Low Tox 0.23198941 Constructive 0.583 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as …
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as they get 1st choice before our own)..😡and, child support.My parents worked hard their whole lives and are now on pension...WORKED FOR IT...and their income is way less than what these immigrants will get having all these kids.Its very upsetting that all these refugees and immigrants are coming in and getting more assistance than our own hard working their whole lives, people!!!!!!😡 they screw up their own countries, with wars, violence etc... want to come here and slowly start to screw up ours with their beliefs and laws and demands.Not having it..FIX YOUR OWN COUNTRIES PROBLEMS, THE WAY THIS IS GOING IN THE NEXT 50 YRS YOU WONT SEE ANY THING BUT BROWN AND BLACKS FROM AFRICA, SYRIA ETC..THEY HAVE 10 KIDS TO OUR 1-2 RATIO..🙄
Identity Attack0.17226285
Insult0.12883772
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.006942749
Low Tox 0.23198941 Constructive 0.522
May 28, 2019 1 likes How much do refugees and …
Wonder how many non-white countries have the same kind of immigration rules as Canada.
Wonder how many non-white countries have the same kind of immigration rules as Canada.
Identity Attack0.28034934
Insult0.045007613
Profanity0.020373698
Threat0.0065827454
Severe Toxicity0.0047302246
Low Tox 0.23198941 Low Con 0.196
Nov 25, 2025 Quebec Ends Economic Immigration Program …
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
Identity Attack0.20483385
Insult0.07270074
Profanity0.01579636
Threat0.008013252
Severe Toxicity0.00541687
Low Tox 0.2312681 Constructive 0.551 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a …
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a law were if just one of your family members stayed in Canada for 3 years all of their family will become citizens without ever stepping into the country and people can now bring over their elderly parents also they get 83 thousand dollars a year they used the system against us arranged marriages...
Identity Attack0.22783615
Insult0.082372494
Profanity0.020032106
Threat0.007068211
Severe Toxicity0.005874634
Low Tox 0.23090743 Constructive 0.578 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many - and the blame goes on both the provincial conservatives and federal liberals. The tuition freeze in Ontario caused colleges and universities to treat foreign students as an ATM to balance their budgets. Foreign enrollments skyrocketed, especially in colleges, with students paying top dollar for dubious degrees with no job prospects. This put strains on the job market, and the housing/rental market. As an educated Indian-American who now lives in Canada, it pains me to see my fellow countrymen dominating Uber, Uber Eats, Bicycle food delivery and Tim Hortons. No one uproots everything in their home country and comes all the way for this. Most of these people are here legally and they work really hard. A last word - leaving aside the Khalistan issue that has caused a wedge between Hindus and Sikhs - the Indian diaspora, especially the Sikh, are amazing in the amount of charitable work that they do. Their concept of seva is unmatched. No one goes hungry when there is a Gurdwara around, as there is always free nutritious food. Same is true for temples. Even a young poor Steve Jobs ate at Iskcon temples. Last point - while some of Canada's problems are because of excessive immigration, Canada would be nothing without immigrants. The population would decline, with a native fertility rate of under 1.4, and entitlement programs would be in deep trouble.
Identity Attack0.14019285
Insult0.123407245
Profanity0.016752819
Threat0.007586042
Severe Toxicity0.004787445
Low Tox 0.23090743 Constructive 0.813
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing …
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing your domestic and foreign policy, start electing own people, take over your country and bring their culture, domestic conflicts, religious extremism, communalism, misogyny, lack of hygiene, lawlessness in your country also. And cry victimhood and call everyone racist when they are finally held accountable.
Identity Attack0.10409598
Insult0.15414265
Profanity0.01887069
Threat0.010809537
Severe Toxicity0.0065994263
Low Tox 0.23090743 Moderate Con 0.396 Fear_Threat
Oct 2, 2025 Why Canadians Are Turning Against …
Canada you guys and Gals need to rise up and take your country back
Canada you guys and Gals need to rise up and take your country back
Identity Attack0.17925262
Insult0.06826523
Profanity0.017777596
Threat0.012233571
Severe Toxicity0.007209778
Low Tox 0.23090743 Moderate Con 0.345
Nov 21, 2018 9 likes How much do refugees and …
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
Identity Attack0.19890837
Insult0.06617179
Profanity0.020510335
Threat0.02250864
Severe Toxicity0.011138916
Low Tox 0.23090743 Low Con 0.235 Fear_Threat
Oct 12, 2025 IRCC Names India in Study …
I’m a recent Indian immigrant and I’ve lived in Singapore, Malaysia, the USA, and now Canada. I’ll admit that a lot of what’s said here is true: there are far too many cases where Indians …
I’m a recent Indian immigrant and I’ve lived in Singapore, Malaysia, the USA, and now Canada. I’ll admit that a lot of what’s said here is true: there are far too many cases where Indians abroad show a lack of civic sense, break rules, or behave in ways that don’t respect the host country.  Personally, my family and I have always assimilated wherever we’ve lived, respecting local customs, following rules, and contributing positively to the community and I hate it when immigrants don't assimilate into the local culture and reside in their own enclaves, I mean what was the point of emigrating then?? I truly value the peace and order these countries offer, and I want to give that back. Every community has good and bad examples. The responsibility is on us as immigrants to lead by example, integrate genuinely, and show that we can be respectful, responsible citizens. That’s how perceptions change for the better. It sucks that a whole racial group can be disliked because of some bad apples — and in our case, unfortunately, there are quite a few.
Identity Attack0.26833034
Insult0.0817555
Profanity0.08064143
Threat0.0100069
Severe Toxicity0.0075912476
Low Tox 0.22980402 Constructive 0.876
Sep 19, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country to be a doctor and I wanna leave my country (because no opportunities ) and move to a better and a safer country where I’m respected as a woman , which my country fails to . Now , I have to give a lot of exams and fill up a lot of visa requirements to be in any better country and I’m absolutely fine with it . But I’m not fine with the fact that countries like Canada , Australia , uk etc are immigrating people from India who are not educated , don’t wanna assimilate, with very eased up visa requirements, easy pr facilities because these countries want cheap labor and when these bottom of barrel uneducated folks move to another country they do shady businesses , start making huge communities of similar people having similar views and this leads to chaos and a backlash , racism on a particular ethnicity, stereotypes and so and so . I’m not saying my people aren’t flawed , they are but why the government is so easy in immigrating uneducated uncouth people from 3rd world countries where even these people wouldn’t be hired in some great companies or give anything great to build a valuable society , why people who are talented and literally would assimilate, has respect , is educated literally would bring a change for better is sidelined or toughened up their immigration process ? I might come off as very rude and jealous by my comment and actually im kinda jealous but I really wanna know and I observed this pattern a lot . All educated people wanting to move out are struggling while these kinda are just migrating so so easily and most even have permanent residencies WHAT ???
Identity Attack0.17614605
Insult0.076185785
Profanity0.13256322
Threat0.013579931
Severe Toxicity0.012283325
Low Tox 0.22980402 Constructive 0.778 Policy_Critique
Jan 27, 2026 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.