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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: "Its in the millions not …" 526 comments · Page 8 of 22
We wouldnt have the 380 million used to deport if the gov..ment hadn’t let them in, in the first f…in place!!! The 380 million should had been used for other things such as housing, lower …
We wouldnt have the 380 million used to deport if the gov..ment hadn’t let them in, in the first f…in place!!! The 380 million should had been used for other things such as housing, lower taxes, bring down the deficit anything other then wasted money on this farce!!!
Identity Attack0.020178653
Insult0.1935001
Profanity0.25549942
Threat0.009126588
Severe Toxicity0.011749268
Moderate 0.3048984 Low Con 0.197 Policy_Critique
Dec 31, 2025 Deportations From Canada at Their …
I watched a video here on YouTube. In that video it features the real state agent (Catherine Antwi) on tiktok. And that Agent says she talked to an Indian couple who are undocumented for 22years …
I watched a video here on YouTube. In that video it features the real state agent (Catherine Antwi) on tiktok. And that Agent says she talked to an Indian couple who are undocumented for 22years in canada but owning 3 houses which is 2.5million. That couple use their cousin's name who has status. Why didn't cbsa or ircc didn't know about this kind of mortgage fraud. These couple are truly tax evaders and criminals. They should be ask to pay whatever they steal from not paying the taxes for 22years. The cbsa and ircc should hunt them and deport!!
Identity Attack0.16587129
Insult0.27558193
Profanity0.049928714
Threat0.010757755
Severe Toxicity0.009269714
Moderate 0.30439767 Constructive 0.689
Nov 21, 2025 20 likes Thousands of refugees allowed into …
The Canadian government just import millions of Indians into Canada to take away all the jobs from native Canadians.
The Canadian government just import millions of Indians into Canada to take away all the jobs from native Canadians.
Identity Attack0.3802808
Insult0.083359696
Profanity0.019485557
Threat0.010058682
Severe Toxicity0.008773804
Moderate 0.30427247 Low Con 0.226 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Trudeau has ruined Canada….he cannot stop bringing in immigrants and refugees that are costing tax payers billions of dollars. How early it is to spend …blow the tax payers money . Where are we now …
Trudeau has ruined Canada….he cannot stop bringing in immigrants and refugees that are costing tax payers billions of dollars. How early it is to spend …blow the tax payers money . Where are we now ? Canadians are sleeping in tents, Canadians are taxed into poverty to pay for all the freebies and hand outs and easy money. The demand on housing has made buying a home impossible in Canada and rents are skyrocketing along with the cost of food! Millions of Canadians no longer have a family Doctor….waiting lists are tremendous…people are not getting the healthcare like in the past. What is the solution to the problem?…the Trudeau government say we need to bring in millions more people to build homes……WHAT? Really? Would you buy 1000 horses or cows without a barn ? NO! Why not put the millions of people you already brought into this country to work building houses instead of working at Walmart or fast food joints or delivering trucks. Low income jobs to keep the companies here happy with cheap labour so they can made big profits instead of paying Canadians a living wage! It is all about moneymaking, greed, and votes, to hell with the taxpayers of Canada!
Identity Attack0.18158256
Insult0.24928534
Profanity0.023652986
Threat0.011638066
Severe Toxicity0.010147095
Moderate 0.30319387 Moderate Con 0.49
Aug 23, 2023 2 likes How much do refugees and …
1 answer 82500 as soon as you step foot in Canada. I get 1650 on a pension it was 2700 last year which was 35,000 well that's just too much,im white don't deserve it since …
1 answer 82500 as soon as you step foot in Canada. I get 1650 on a pension it was 2700 last year which was 35,000 well that's just too much,im white don't deserve it since we conquered natives give them money way more than a white Canadian,and the chiefs get half a million spread among buddies live off reserve still no clean water definitely no oversight by government. I get taxed to pay immigrants welfare they do not get taxed and are practicing sharia law. Wife says partner left she has 4 to 6 kids 1800 a month per kid plus welfare benefits x 4 wives plus the husband collects on his own and the younger immigrants work shitty jobs while white kids can't get a summer job. The husband also takes a good portion of generous benefits to buy guns hide in mosques for coming jihadGovernment does nothing they loot western canada they will be gone as soon as they stolen enough . Taking our free speech turning canada into a communist hellscape. I havecollapsed arches they want 50 k but get this i still have to wait 3 yrs for a bed. How much will that cost in 3 years? Ive been paying into healthcare 52 years i want my money back.They expect us to give money to everyone sorry im for canada. They invest money in ridiculous climate scam b.s proven to not work carney doesn't care Brookfield and blackrock he is heavily invested in this government is the biggest threat to canada not Donald Trump.103 conflicts of interest 28trips around the world 3 times a lifetime carbon footprint this asshole globalist wef communist does not care about Canadians im too old im stuck here they just want me to take maid save money.
Identity Attack0.33352965
Insult0.14512913
Profanity0.03915693
Threat0.010447056
Severe Toxicity0.01159668
Moderate 0.30136615 Constructive 0.554
Nov 23, 2025 1 likes Why Canadians Are Turning Against …
It's a human trafficking scam... and politicians are probably getting "contributions"... the migrants have to pay both in Canada and at home to these fake colleges that exist only on paper. I wonder how much …
It's a human trafficking scam... and politicians are probably getting "contributions"... the migrants have to pay both in Canada and at home to these fake colleges that exist only on paper. I wonder how much an international student ends up paying just to come here... India has what? like a hundrem million dollar millionaires? How many live as basically what might as well be called slavery? Consider that some of these slave owners prefer living in Canada...
Identity Attack0.24074486
Insult0.23704576
Profanity0.02474608
Threat0.008815889
Severe Toxicity0.00831604
Moderate 0.30136615 Moderate Con 0.451
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Identity Attack0.2854555
Insult0.22770336
Profanity0.047173142
Threat0.008893564
Severe Toxicity0.012435913
Low Tox 0.29953843 Constructive 0.588 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada immigration is a joke. How many millions are you still allowing in?
Canada immigration is a joke. How many millions are you still allowing in?
Identity Attack0.28034934
Insult0.16788013
Profanity0.01941724
Threat0.00814271
Severe Toxicity0.0076293945
Low Tox 0.29771072 Low Con 0.199 Policy_Critique
Dec 24, 2025 1 likes Deportations From Canada at Their …
Canada has been changing a lot . Corrupted politicians brought millions of unskilled workers from Asia , now we have high crimes rate and unemployment , those politicians should be held accountable
Canada has been changing a lot . Corrupted politicians brought millions of unskilled workers from Asia , now we have high crimes rate and unemployment , those politicians should be held accountable
Identity Attack0.11047905
Insult0.26957804
Profanity0.01982715
Threat0.008893564
Severe Toxicity0.0052261353
Low Tox 0.29771072 Moderate Con 0.453 Policy_Critique
Feb 17, 2026 Inside Canada's Indian Invasion...
Does that mean that at the very least a million jobs and housing for Canadian citizens ?! Ya right ! Liberals can’t let those vote leave quite yet ,they will figure it out with the …
Does that mean that at the very least a million jobs and housing for Canadian citizens ?! Ya right ! Liberals can’t let those vote leave quite yet ,they will figure it out with the help of Diab !
Identity Attack0.038167715
Insult0.17486192
Profanity0.18049006
Threat0.009592636
Severe Toxicity0.007858276
Low Tox 0.2922276 Low Con 0.286 Economic_Argument
Jan 15, 2026 7 likes 2.9 million Canadian temporary visas …
these people get millions of dollars this is stupefying
these people get millions of dollars this is stupefying
Identity Attack0.010951365
Insult0.21602537
Profanity0.104876526
Threat0.008052089
Severe Toxicity0.0059509277
Low Tox 0.28674445 Low Con 0.154 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians …
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians like Trudeau (who literally dressed up and danced all around India) that they are welcome in Canada and should sell whatever little they had in India and come here. They were poor and gullible and fell for it, and here we are! Canadian Government is FAR FAR stronger than any to-be immigrant group. Indian government pleaded with Canada to watch what kind of characters they were importing (google it)! And guess what Canada still voted for the Liberals! So who should shoulder the bulk of the blame?
Identity Attack0.2764353
Insult0.23704576
Profanity0.03715288
Threat0.009696201
Severe Toxicity0.009765625
Low Tox 0.28674445 Constructive 0.514
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Its really annoying, why dont indians and anyone from different countries not try and make their own countries better, yes its sad people are born in poorer and run down countries but they shouldn't be …
Its really annoying, why dont indians and anyone from different countries not try and make their own countries better, yes its sad people are born in poorer and run down countries but they shouldn't be allowed to just up and leave in the millions to any country they want too
Identity Attack0.2831485
Insult0.11616662
Profanity0.08064143
Threat0.010188141
Severe Toxicity0.0119018555
Low Tox 0.2854971 Constructive 0.515 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
What!?!? They need to be deported by the millions, it’s not enough!!!
What!?!? They need to be deported by the millions, it’s not enough!!!
Identity Attack0.17459276
Insult0.06757036
Profanity0.02932342
Threat0.1115629
Severe Toxicity0.011444092
Low Tox 0.2854971 Low Con 0.202
Dec 31, 2025 Deportations From Canada at Their …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 million or more infiltration that too with no valid Visa or passport. Just imagine what Canada should be numbered in Democracy list before Syria , Pakistan probably . That is what it should be placed ! India has multiple churches which also involved in mass conversion illigally but still India has maintained Democracy. What about Indian people question you same. Why church is here for !? We don't denied Democratic right and constitutional rights. Same like Indian has rightfully constructed Temple . Its thier Democratic right . Besides Canada always support terrorist and Khalisthani separatists elements. (What if India harbour same set of people who will support free Ontario form canada. Will you accept it !?) This is the question that is been asked by journalist to your foreign secretary.He was silent
Identity Attack0.293411
Insult0.16883044
Profanity0.021603432
Threat0.010731863
Severe Toxicity0.010528564
Low Tox 0.2854903 Constructive 0.616 Policy_Critique
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada 🇨🇦 has been trying to attract more people from Europe and that has failed for years now because of our winters. Nobody has children like in the past and the demographic of our population …
Canada 🇨🇦 has been trying to attract more people from Europe and that has failed for years now because of our winters. Nobody has children like in the past and the demographic of our population has declined. If we don’t have children, then who’s going to pay for the pensioners to live? All the comments here are just about how crooked the liberals are and not a bad word about PP. If you google him you’ll find that he is worth $95 million and he’s a shareholder of Brookfield and yet he’s a god in the same eyes. Well Carney is a banker and I would expect a banker to have more money than just about anyone. I’m a conservative voter but I am proud to say that I voted for Carney otherwise we would have been sold out to the USA . The problems with immigration is a very strong and should be reviewed and corrected.
Identity Attack0.068465814
Insult0.26957804
Profanity0.05393682
Threat0.0074565844
Severe Toxicity0.0060653687
Low Tox 0.2854903 Constructive 0.748 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Deport all 2.9 million of them.
Deport all 2.9 million of them.
Identity Attack0.22935481
Insult0.059061307
Profanity0.023994578
Threat0.13700877
Severe Toxicity0.011520386
Low Tox 0.2854869 Low Con 0.155 Call_To_Action
Jan 16, 2026 2.9 million Canadian temporary visas …
18,000 😂😂😂 We need mass deportation of around 6 million.
18,000 😂😂😂 We need mass deportation of around 6 million.
Identity Attack0.2331515
Insult0.06319981
Profanity0.027683776
Threat0.11769595
Severe Toxicity0.012574885
Low Tox 0.2854835 Low Con 0.185
Dec 26, 2025 1 likes Deportations From Canada at Their …
Deport 20 million more.
Deport 20 million more.
Identity Attack0.22783615
Insult0.06023245
Profanity0.021330157
Threat0.08089764
Severe Toxicity0.010681152
Low Tox 0.28547668 Low Con 0.171
Dec 26, 2025 3 likes Deportations From Canada at Their …
Get them OUT!!! I WANT ALL 2 MILLION GONE! It's IN (my) PUBLIC *interest*!! So get them GONE!
Get them OUT!!! I WANT ALL 2 MILLION GONE! It's IN (my) PUBLIC *interest*!! So get them GONE!
Identity Attack0.05612817
Insult0.07745308
Profanity0.06345607
Threat0.13515437
Severe Toxicity0.01393057
Low Tox 0.28547668 Moderate Con 0.305 Call_To_Action
Dec 25, 2025 Deportations From Canada at Their …
If india had hundreds of millions of highly trained engineers and professionals, why does it still look like it does? Oh right, its a lie.
If india had hundreds of millions of highly trained engineers and professionals, why does it still look like it does? Oh right, its a lie.
Identity Attack0.17847598
Insult0.16883044
Profanity0.03389629
Threat0.00756015
Severe Toxicity0.0062942505
Low Tox 0.2854699 Low Con 0.14 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They have let in 10 million in the past decade…taking away 15k a year is a slap in the face.
They have let in 10 million in the past decade…taking away 15k a year is a slap in the face.
Identity Attack0.016862517
Insult0.082866095
Profanity0.04491858
Threat0.34804323
Severe Toxicity0.012207031
Low Tox 0.2853768 Moderate Con 0.34
Jan 3, 2026 301 likes New rules, regulations take effect …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving large handouts of of our Canadian tax dollars to support the new immigrants that our coming into Canada. Why is the government giving large hand outs to these Indian immigrants instead of helping us true Canadians who helped built this Country. It is a dam shame to see what the Liberal Government our doing to this country of ours were many are homeless, high cost of living and the high crimes that happens every day in Canada and what does the government do is let these criminals back into our streets where us true Canadians do not feel safe any more. The one thing that pisses me off is seeing is all these new immigrants coming into Canada by the thousands that are taking away our Canadian entry jobs like Walmart, McDonalds and A & W fast food restaurant where as our young born Canadian students and others can not find a job to help them pay for there school loans and get a good education degree. We need to put a stop to this. For enough is enough before our Liberal Government destroys our country.
Identity Attack0.2331515
Insult0.18604483
Profanity0.1719469
Threat0.008738215
Severe Toxicity0.012054443
Low Tox 0.28425202 Constructive 0.688 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
My Parents immigrated here in 1960 and both worked hard and built two houses.. The people who come into this country these days are mostly Moochers and they milk the Country Over 5 MILLION people …
My Parents immigrated here in 1960 and both worked hard and built two houses.. The people who come into this country these days are mostly Moochers and they milk the Country Over 5 MILLION people whos visas have expired here right now Need to find them and say bye bye
Identity Attack0.18468912
Insult0.17734702
Profanity0.048175167
Threat0.009799767
Severe Toxicity0.009651184
Low Tox 0.28425202 Constructive 0.592 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying …
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying to escape poverty, poverty which again the same Europeans created in their nations too. Relax. Go to sleep. This is merely Karma at work. If you want anyone out, FIRST look at the mirror and volunteer to leave if you see a pale face there.
Identity Attack0.1808059
Insult0.16195811
Profanity0.020032106
Threat0.1115629
Severe Toxicity0.010604858
Low Tox 0.28312725 Moderate Con 0.405 Moral_Argument
Oct 6, 2025 IRCC Names India in Study …

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.