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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: "Over the years I have …" 1,624 comments · Page 30 of 65
As a Canadian, we need something like ICE to round up all of these illegal immigrants who come to this country under student visas and then they disappear. We need to stop giving out visas …
As a Canadian, we need something like ICE to round up all of these illegal immigrants who come to this country under student visas and then they disappear. We need to stop giving out visas for about 5 years.
Identity Attack0.23391083
Insult0.07523532
Profanity0.0147374235
Threat0.038220957
Severe Toxicity0.0077819824
Low Tox 0.23343207 Moderate Con 0.402
Nov 4, 2025 IRCC Names India in Study …
Turning? They've been sick of them for years. If it weren't for Trump threatening annexation they would have voted a conservative majority.
Turning? They've been sick of them for years. If it weren't for Trump threatening annexation they would have voted a conservative majority.
Identity Attack0.011839314
Insult0.16890354
Profanity0.022969801
Threat0.009981008
Severe Toxicity0.0028800964
Low Tox 0.2330714 Moderate Con 0.379
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
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 guys do not know what’s to come in 20 years in Canada. The whole Canada will be majority of East Indians. Everyone else will be minorities. It’s too late to reverse this. Canada has …
You guys do not know what’s to come in 20 years in Canada. The whole Canada will be majority of East Indians. Everyone else will be minorities. It’s too late to reverse this. Canada has been invaded!
Identity Attack0.22859548
Insult0.07872037
Profanity0.01846078
Threat0.008686432
Severe Toxicity0.0061416626
Low Tox 0.23271075 Low Con 0.245 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Budddy has been in the country for 3 years and is smuggling ppl…..
Budddy has been in the country for 3 years and is smuggling ppl…..
Identity Attack0.013244915
Insult0.14874944
Profanity0.027137227
Threat0.010291707
Severe Toxicity0.0039863586
Low Tox 0.23235008 Low Con 0.195 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
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)
90% of bank employees are still Indian (who entered Canada in the last 5 years). Reverse ALL entries since 2018!!! Hoping for Trump to step in and force their hand.
90% of bank employees are still Indian (who entered Canada in the last 5 years). Reverse ALL entries since 2018!!! Hoping for Trump to step in and force their hand.
Identity Attack0.25309357
Insult0.06512285
Profanity0.014669105
Threat0.013424582
Severe Toxicity0.0063323975
Low Tox 0.23162876 Moderate Con 0.408
Dec 26, 2025 1 likes Deportations From Canada at Their …
Is true the are having a baby's like rabbits 🐇 one baby 👶 by year
Is true the are having a baby's like rabbits 🐇 one baby 👶 by year
Identity Attack0.01756594
Insult0.11172232
Profanity0.07449899
Threat0.008841781
Severe Toxicity0.010604858
Low Tox 0.23162876 Low Con 0.271
Aug 27, 2025 Why Canadians Are Turning Against …
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)
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see student housing being built and the rent is cheap! My rent has gone up twice in 2 years. Nothing is available under 1300 unless you rent a room. Nobody can change my traditions because they are mine and dont affect anyone. Groceries are unreal. I dont have a car anymore. I dont have children or a partner. Social time or entertainment is this. Youtube and my 2 dogs one of which now needs a leg amputation as she has cancer in her paw. I have a gofundme but its slow. But i see other pet owners that have them and because they use their pet as their unpaid actor they have made the money needed in days. Im just offering paperwork,proof,photos,making beaded collars,to try and make more. Im trying to open my own business doing nails. But callbacks from offices are not happening. My mental health has suffered since I was 18. I am gen x. Being a minority doesnt mean i get whatever i want either.
Identity Attack0.18235919
Insult0.082866095
Profanity0.052934792
Threat0.0077802283
Severe Toxicity0.0065231323
Low Tox 0.23090743 Constructive 0.813
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
An Indian family consisting of a mother and father and their 11 and 3 year old children froze to death in the middle of a Manitoba blizzard while trying to cross the border illegally into …
An Indian family consisting of a mother and father and their 11 and 3 year old children froze to death in the middle of a Manitoba blizzard while trying to cross the border illegally into the US. They also payed an Indian human smuggler to get them across the border. Human smuggling is far more prevalent than any of us realize
Identity Attack0.26155844
Insult0.06529768
Profanity0.022764845
Threat0.03787563
Severe Toxicity0.008926392
Low Tox 0.22846605 Moderate Con 0.492 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with …
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with illegals crimes? In America I figure we pay about 50 billion a year for all the above... every year, year in, year out.What does it cost America with the illegals sending unreported earnings out of the country, what does it cost in terms of uncollected government revenues? What does it cost to provide free birth services to 10% of the total population- being illegals getting 'Welfare baby' services? What does it cost the education system?I figure another 50 billion a year, year in and year out...For those that say America WAS built on immigration, realize America did NOT build on immigration with all these benefits... hence Immigrants had to become full fledged participants and be absorbed into the common fabric of America.For those expecting a 'One World Order, realize the immigrants must first fix their own country first.. if there is to be a 'One World Order' fabric otherwise 'Our Fabric' becomes their 'Fabric' and not a Fabric of Democratic principles we have in our society.Only by observing a common pattern in other countries where immigrants get the same benefits in those other countries is there any 'One World order' capable of extending benefits to all the same way.For now, all we have is immigration collapsing the ability for this Nation to provide Social services to everyone. And then what?
Identity Attack0.18391247
Insult0.081261896
Profanity0.023106437
Threat0.020954676
Severe Toxicity0.007820129
Low Tox 0.22579013 Constructive 0.718
Dec 20, 2018 1 likes How much do refugees and …
Took my parents 6-7 years to get to Canada, legally, approximately 35 years ago. How do these people come as students, then take jobs from citizens, and then sponsor their family members who can't even …
Took my parents 6-7 years to get to Canada, legally, approximately 35 years ago. How do these people come as students, then take jobs from citizens, and then sponsor their family members who can't even contribute to our society. Literally putting a burden on all the systems. The government not patching this loophole has fked us up. You come to study, then do that and go back.
Identity Attack0.019676208
Insult0.08508729
Profanity0.22792831
Threat0.007314181
Severe Toxicity0.006790161
Low Tox 0.22579013 Constructive 0.619 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Remember the terrorists who blew up the Air India 747 40 years ago. The Sikhs brought their fight against India to Canada and we suffer for it.
Remember the terrorists who blew up the Air India 747 40 years ago. The Sikhs brought their fight against India to Canada and we suffer for it.
Identity Attack0.23542951
Insult0.0654725
Profanity0.018529098
Threat0.04098356
Severe Toxicity0.0074768066
Low Tox 0.22579013 Constructive 0.639 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
It's not a booming economy as majority of it comes from the government. The indians taking advantage of the refugee system to get 85k a year The indian employers abusing the wage subsidy program when …
It's not a booming economy as majority of it comes from the government. The indians taking advantage of the refugee system to get 85k a year The indian employers abusing the wage subsidy program when they hire indian international students, another indian for the POC category. Or outright corruption that indian government workers do from selling driver's licenses, CDLs etc.
Identity Attack0.24293575
Insult0.08484049
Profanity0.02249157
Threat0.008026198
Severe Toxicity0.0048065186
Low Tox 0.22445217 Moderate Con 0.436 Unverified_Claim
Sep 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
You guys are so missing the whole point, and it is perfect like rhat. One migrant equals one public job, Don t you understand that your public workers, the government workers sold your country to …
You guys are so missing the whole point, and it is perfect like rhat. One migrant equals one public job, Don t you understand that your public workers, the government workers sold your country to strangers. Everything our fathers worked for, they gave it away in exchange for a 23$ per hour job. They kept unworking, seeling your futur.......THIS is the core of the problem. Do you know a single public worker in the last 10 years who lost his job ?, lost wages ? Lost any life quality ? But every single private worker did........
Identity Attack0.10221587
Insult0.12883772
Profanity0.027137227
Threat0.0076507707
Severe Toxicity0.0051116943
Low Tox 0.22445217 Constructive 0.519 Economic_Argument
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
we are already overwhelmed with migrants....they should cut those number to zero for many years just to recover from the strain.
we are already overwhelmed with migrants....they should cut those number to zero for many years just to recover from the strain.
Identity Attack0.22935481
Insult0.06023245
Profanity0.01620627
Threat0.039602257
Severe Toxicity0.0073242188
Low Tox 0.22445217 Moderate Con 0.4
Jan 4, 2026 New rules, regulations take effect …
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)
I drive to work thru Brampton everyday. I play a game called spot the white person. I have been doing this for over a year and still haven't won the game.
I drive to work thru Brampton everyday. I play a game called spot the white person. I have been doing this for over a year and still haven't won the game.
Identity Attack0.23998553
Insult0.04442204
Profanity0.053435806
Threat0.02803385
Severe Toxicity0.008659363
Low Tox 0.22311419 Moderate Con 0.494 Humor_Satire
Jan 28, 2026 804 likes Inside Canada's Indian Invasion...
Stop voting for bad political parties. I lived homeless for 7 years in my truck. Now, I live off grid with no running water. I lost my career because of immigrants and they could care …
Stop voting for bad political parties. I lived homeless for 7 years in my truck. Now, I live off grid with no running water. I lost my career because of immigrants and they could care less whom they hurt. I am a victim of labor trafficking because of it. I survived this trouble in our country and still am.
Identity Attack0.18158256
Insult0.0810151
Profanity0.022696527
Threat0.008065036
Severe Toxicity0.0048446655
Low Tox 0.22311419 Constructive 0.661
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
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 …
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...
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India …
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India airlines
Identity Attack0.09741807
Insult0.15698463
Profanity0.0166845
Threat0.0071199946
Severe Toxicity0.003566742
Low Tox 0.2191003 Moderate Con 0.435 Unverified_Claim
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.