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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: "I have had enough! I …" 479 comments · Page 7 of 20
Enough with the Indian bashing!!! Now talk about the Chinese in Vancouver, BC and Markham, Richmond Hill.
Enough with the Indian bashing!!! Now talk about the Chinese in Vancouver, BC and Markham, Richmond Hill.
Identity Attack0.381025
Insult0.0820023
Profanity0.022286616
Threat0.009747985
Severe Toxicity0.007896423
Moderate 0.30514878 Moderate Con 0.311
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We have enough Indians from India and they left India because of economic resources but they love the cleanliness of America. There's always those that miss filth but I haven't seen it in Connecticut and …
We have enough Indians from India and they left India because of economic resources but they love the cleanliness of America. There's always those that miss filth but I haven't seen it in Connecticut and they can cook . The spices are fabulous.....
Identity Attack0.34974504
Insult0.17486192
Profanity0.08225787
Threat0.008220384
Severe Toxicity0.013091337
Moderate 0.30514878 Constructive 0.75
Jan 27, 2026 Inside Canada's Indian Invasion...
And this message is paid by the trustworthy CBC news media and it's affiliates who are subsidized by the federal liberal government who taxes the hell out of it's true natural born or legally immigrant …
And this message is paid by the trustworthy CBC news media and it's affiliates who are subsidized by the federal liberal government who taxes the hell out of it's true natural born or legally immigrant citizens that are always lied to from opposition government who are handcuffed by leftist government agencies or crown corporations who don't support in hiring these illegals that are sitting at home watching television on our welfare system , waiting to help us on our national tragedies , that our red cross agencies have to do ,by themselves to relieve economic and emotional distress. Is that enough brain washing and political rhetoric , or should I continue, that not only a tenth of the situations we are facing.
Identity Attack0.17381613
Insult0.24928534
Profanity0.1719469
Threat0.011430934
Severe Toxicity0.013414118
Moderate 0.30502358 Moderate Con 0.475
Sep 25, 2018 How much do refugees and …
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city …
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city is swamped with their people so they don’t have to communicate in english, i cant even count the number of times these people have talked to me punjabi while i tell them i don’t speak punjabi and they start getting offended ask me why i dont , like bro I’m from a different part of india , why don’t you speak my mother tongue or english to begin with , also the flexing culture they have is crazy , all i want to say is if you don’t know how to communicate in a language and still move to that country and complain you don’t have enough opportunities in your country you might be at fault not your country nor the new one that you moved into,most of them don’t even have papers , want a separate country for themselves, lack the skills and yet they are living like this, blame the government who let this happen not the rest of us.
Identity Attack0.30256465
Insult0.17486192
Profanity0.12286829
Threat0.016120117
Severe Toxicity0.01935331
Moderate 0.3048984 Constructive 0.585 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Not saying whether good or bad, but have you noticed the influx of Indian doctors? Shows US is very sick and doesn’t have enough doctors. Even nurses can become “doctors” with 10 year experience. Just …
Not saying whether good or bad, but have you noticed the influx of Indian doctors? Shows US is very sick and doesn’t have enough doctors. Even nurses can become “doctors” with 10 year experience. Just need masters degree. AZ
Identity Attack0.29798782
Insult0.24424846
Profanity0.032894265
Threat0.007793174
Severe Toxicity0.008926392
Moderate 0.3048984 Moderate Con 0.461 Unverified_Claim
Feb 28, 2026 Inside Canada's Indian Invasion...
Get rid of all of them. It'll be the best thing for Canada. We need to take care of our own. Enough is enough.
Get rid of all of them. It'll be the best thing for Canada. We need to take care of our own. Enough is enough.
Identity Attack0.053854458
Insult0.0720671
Profanity0.022969801
Threat0.3481519
Severe Toxicity0.017674843
Moderate 0.3048984 Moderate Con 0.373
Jan 16, 2026 2.9 million Canadian temporary visas …
Shut the immigration, enough is enough
Shut the immigration, enough is enough
Identity Attack0.2846865
Insult0.06285016
Profanity0.036401358
Threat0.05203775
Severe Toxicity0.013155893
Moderate 0.3047732 Low Con 0.206 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
At least 3 years in canada. If we weren't indian enough, here we go making it 10x worse
At least 3 years in canada. If we weren't indian enough, here we go making it 10x worse
Identity Attack0.36702603
Insult0.09416737
Profanity0.0569429
Threat0.011715741
Severe Toxicity0.010986328
Moderate 0.30464804 Low Con 0.255
Jan 12, 2026 Canada’s new rules in 2026
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to …
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to anyone and everyone, regardless of their race, sexuality, gender. We're not like the mexicans of the usa where we come here illegally.WE COME HERELEGALLY, do legal jobs, and live peacefully. Do we have our fair share of problems? Yeah, sure. But that really doesnt overcome all the good that we do not only brampton but canada as a whole. If you wanna blame anyone, blame your government for letting in so many people, not us, we are simply ppl who are seeking a better life. Im a 18 year indian canadian teenager and im sorrounded by other indian canadian teenagers as well and we're all here to do good to the country and city, we're planning on becoming lawyers engineers, doctors, etc, yet yall think that we're here to destroy the country that we ourselves keep close to our heart. this video is racist, and nothing else.
Identity Attack0.36598656
Insult0.1640896
Profanity0.04065997
Threat0.00814271
Severe Toxicity0.012833111
Moderate 0.30452284 Constructive 0.791 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
destroying another country, they ain't happy enough destroying their own country
destroying another country, they ain't happy enough destroying their own country
Identity Attack0.16587129
Insult0.058475737
Profanity0.052934792
Threat0.13815513
Severe Toxicity0.012703998
Moderate 0.30319387 Low Con 0.174 Fear_Threat
Feb 15, 2026 Inside Canada's Indian Invasion...
Fur 15 years, we tried to warn you but because you believed your white privilege will protect you, you didn't do enough or nothing at all. I need to think about it. We support other …
Fur 15 years, we tried to warn you but because you believed your white privilege will protect you, you didn't do enough or nothing at all. I need to think about it. We support other charities. Excuses. Excuses Excuses. Now you are paying the price.
Identity Attack0.2964622
Insult0.107333586
Profanity0.04141149
Threat0.011741633
Severe Toxicity0.010070801
Moderate 0.30319387 Constructive 0.53
Aug 28, 2025 Why Canadians Are Turning Against …
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 …
They bring us all kind of decease, epidémies of all sort and we pay our doctors for them.our medical system is broke down because we have to many immigrants.they don't speak our language, they don't …
They bring us all kind of decease, epidémies of all sort and we pay our doctors for them.our medical system is broke down because we have to many immigrants.they don't speak our language, they don't have the same hygiene, not the same culture ,enough is enough it's even already too much ,
Identity Attack0.316
Insult0.15236975
Profanity0.038655918
Threat0.0138755
Severe Toxicity0.015609037
Low Tox 0.29771072 Moderate Con 0.484 Fear_Threat
Nov 25, 2025 Quebec Ends Economic Immigration Program …
All the countries around the world have enough people to destroy western populations and still have higher pop in their country
All the countries around the world have enough people to destroy western populations and still have higher pop in their country
Identity Attack0.2774022
Insult0.07491849
Profanity0.07870171
Threat0.13815513
Severe Toxicity0.013995127
Low Tox 0.295883 Low Con 0.116 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The business lobbyists cooked up a scheme that there’s not enough labour, because businesses don’t want to pay minimum wages. They sold it to the government. I’m curious to see what will happen in the …
The business lobbyists cooked up a scheme that there’s not enough labour, because businesses don’t want to pay minimum wages. They sold it to the government. I’m curious to see what will happen in the years coming when the White working people are retired and no longer paying for the subsidized wages. I guess that’s why Carney wants to tax the equity in our payed off homes. Gene pool going to get thin for the elites as Caucasian race is genocided.
Identity Attack0.34974504
Insult0.10148193
Profanity0.047173142
Threat0.048481647
Severe Toxicity0.011520386
Low Tox 0.295883 Moderate Con 0.441
Jun 19, 2025 How Canada broke its immigration …
Enough - we are full. If it was done properly no problem. I have heard from them that Canada is a joke. We need quality, not quantity!!!! GET THEM OUT ALREADY AND FIRE THOSE RESPONSIBLE
Enough - we are full. If it was done properly no problem. I have heard from them that Canada is a joke. We need quality, not quantity!!!! GET THEM OUT ALREADY AND FIRE THOSE RESPONSIBLE
Identity Attack0.060220852
Insult0.16989174
Profanity0.027137227
Threat0.17016006
Severe Toxicity0.0104522705
Low Tox 0.29405528 Moderate Con 0.396 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people …
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people also forgot how rich India was before united kingdoms invasion and how the British empire stole all the valuable resources from India like gold and used it for the development of London. So pls I am respectful don't be racist towards other countries. All are equal made by god just separated by borders of countries but live in the same soil which is our earth. It's also a fact that the people who have enough money or are rich in India live a good life where the infrastructure is good the people are good like the system in upper castes. Whereas the poor people are the ones which have to suffer as generally they are low castes and don't get jobs offered in India as they face caste discrimination and so they get involved in illegal activities like scam call centres and robbery to get some money. The foreigners only see the bad side of India and the bad people who are poor and have to earn something for their family to survive. So pls I know that the things these are doing are illegal or bad but still don't blame whole India for it as those people are very poor have nothing to eat and so they get lured by strangers into doing these things. I can easily say tyler is racist because it's just bad things about India that he shows like the photo of punjab he shows like a random street in punjab a person is driving in motorcycle and there is garbage all around and not showing the golden temple or beautiful places there. I know the people should point out the mistakes of a country like dirty places there but like all the images shown of the country are dirty and not a single picture is good about it even though there are many. That clearly racist and the motive is clearly here to disrespect the countrys image
Identity Attack0.25478655
Insult0.18604483
Profanity0.056441884
Threat0.00933372
Severe Toxicity0.010223389
Low Tox 0.2922276 Constructive 0.76 Moral_Argument
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they …
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they let in unvetted, undocumented migrants to cause backlash from you and I, basically opening the door for them to correct it by implementing a digital ID. This is nothing new, all the WEF puppets world wide are pulling the same strings. Enough is enough! It’s time to take our countries back with mass deportations. Get the military involved and do whatever it takes to get these low quality migrants out of our country
Identity Attack0.16373143
Insult0.25602314
Profanity0.056441884
Threat0.014566151
Severe Toxicity0.009651184
Low Tox 0.2922276 Moderate Con 0.421 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
F'ing disgraceful, they believe their there for a free paycheck privided by the Canadian Tax payer (because the economic landscape isn't trecherous enough already for each Canadian who can't afford grocerys, auto tune up's).
F'ing disgraceful, they believe their there for a free paycheck privided by the Canadian Tax payer (because the economic landscape isn't trecherous enough already for each Canadian who can't afford grocerys, auto tune up's).
Identity Attack0.051808115
Insult0.24928534
Profanity0.124631
Threat0.007547205
Severe Toxicity0.009422302
Low Tox 0.29039988 Moderate Con 0.336 Economic_Argument
Oct 12, 2025 IRCC Names India in Study …
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton …
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton and Mississauga are total FRAUD and making money from these students. They should be stopped. I have been to IRCC page and it is extremely easy to let criminals in this country. Forced home invasions, Looting of Beer stores or LCBO. Looting of Jewelry stores. making illegal U turns in and around GTA has become a NORM. Garbage is everywhere. Fireworks is another major problems. They want to do it then do it in India. Don't bring this piece of shit in Canada. We have Canada day and couple others which are celebrated near Downtown Toronto and Niagara Falls. Go and watch. Queen is dead and no reason to have fireworks on stupid Victoria day. Abolish Victoria day or ban fireworks on that day.
Identity Attack0.14233272
Insult0.25205973
Profanity0.026317406
Threat0.011560392
Severe Toxicity0.008964539
Low Tox 0.28674445 Constructive 0.554 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
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 …
Name these experts please !!!! This is propaganda and lies ! The realities of allowing hundreds of thousands of illegal immigrant s and too many legitimant refugees into our country is devestating ! both to …
Name these experts please !!!! This is propaganda and lies ! The realities of allowing hundreds of thousands of illegal immigrant s and too many legitimant refugees into our country is devestating ! both to the citizens and to the refgees ... stretching our social services very very thin ..... up to 13 hours waiting in our ERs in my city ... i am not a professional reasercher on statistcs but i have a brain and sense enough to see the consequences of this portion of a hidden Trudeau agenda .... and that is desperation ... comming from ...food and shelter insecurities and discrimination against those of us who are citizens living on inadequate disability income ... most of us paid into these programs when we were working in good health .... i dont know what kind of dark ... delusional spell our federal ministers are under but this kind of melevolent disregard for those of us who are the most vulnerable in this country ...arent without courage to speak against the narcisim of this diabolical goverment ... I've lived long enough to know that the universe measures out to them what they give .... people like this always get their come-up-ins !!!! may the Good Lord Jesus have mercy on you political ministers of Canada !
Identity Attack0.10221587
Insult0.2469859
Profanity0.019007329
Threat0.009411395
Severe Toxicity0.0065612793
Low Tox 0.2854903 Constructive 0.64
Nov 11, 2024 How much do refugees and …
If I was there and seen them blocking roads or gathering like this, I would throw my jingle dress on and pray to god and jesus and then take my drum and start singing my …
If I was there and seen them blocking roads or gathering like this, I would throw my jingle dress on and pray to god and jesus and then take my drum and start singing my first nations music 🎶 super loudly and get all my brother's and sister's to join. Enough is enough. I lost my job to corporate restructuring and running out of ei now, and I am beyond pissed off! All the years worked and contributing to my ei insurance, should equal how many months of ei i should actually be eligible for, but nope, its only for a certain amount of weeks according to their unemployment rate, which is severely flawed, because how can their unemployment rate remain unchanged for so many years, when you hear of thousands losing their jobs. We are being lied to and deceived, and I am sick and tired of it and me and some of my family members have even contemplated changing our names to an indian name, just to get a job!!! That's when you know it's a serious problem! Immigrants need to go back to their own country! Our families are suffering, especially our youth and children! And I am so worried for my daughter's and granddaughter's. Their belief system isn't kind to us females.
Identity Attack0.02821777
Insult0.16846494
Profanity0.24910301
Threat0.013631714
Severe Toxicity0.014511578
Low Tox 0.2854869 Constructive 0.705 Personal_Narrative
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Governments are driving down our wages by bringing in tons of immigrants their completely destroying housing for the people of the country jobs. No longer pay enough to live on.
Governments are driving down our wages by bringing in tons of immigrants their completely destroying housing for the people of the country jobs. No longer pay enough to live on.
Identity Attack0.2854555
Insult0.089778624
Profanity0.018597418
Threat0.011922873
Severe Toxicity0.008506775
Low Tox 0.28548008 Moderate Con 0.401
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's …
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's appalling to see how our beautiful first world country is quickly becoming a gutter. The newcomers these days are the privileged ones. All of us need to speak up, especially those of us immigrants who retain our original accents &/ non-white because our white fellow Canadians are accused of being racist whenever they do (though many could learn to be more eloquent. ie. go back to your country does NOT help)! I see it as my Canadian duty to remind "misbehaving" newcomers the reason they left their country in the first place. ie. You chose Canada for a better life, so why try to change it into the one you left? ie. Help me understand your logic? Why not leave your hate & war at the border; just like normal folks won't bring stinky garbage into their new homes. Life is challenging enough when you uprooted to a new country (especially our unforgiving cold Winter). So, just focus on the positive things in your new country & leave all your miseries behind... ie. Learn to adapt & enjoy your new country. Canada is a great country because of the love & effort of those before you, so now you are the beneficiary. Join the legacy by enhancing this beautiful country & its culture, so you can pass on this century old legacy for later newcomers to enjoy, like you do now. What dignity do you have & what kind of life lessons to your children by bullying your culture & religion into Canada at the expense of other Canadians? This will fracture Canada if everyone does that. Do you want this country to become so fractured & terrible that your descendants have to leave for a better country, like you did? Is that what your religion teaches you? Does it state it's perfectly fine to satisfy all your whims & wishes at the expense of others? Are you striving for Canadians to think badly of your race/culture? Are you being a good ambassador to your race/community/culture/religion? Canadians are so friendly & helpful, if you need help, just ask, please don't demand. Learn the language & it's ok to speak broken/pigeon English with gestures to communicate. No one expects you to be an English scholar; you gain respect for trying. Apply some basic Canadians manners, which goes a long way... Please & Thank You, Smile doesn't cost you anything, besides it's good exercise for your facial muscles. I worked my entire career with the public, I very seldom encounter negative feedback when I do the above. If they get nasty, I tell them that's definitely not the Canadian way to make friends & wish them Good Luck! I also make a point in telling the wealthy ones "Tax Avoidance is legal (I'm more than happy to show them), but Tax Evasion is not! Then reminding them....Canada will be bankrupt eventually if everyone don't pay their fair share of taxes. ie. You may not suffer, but your children/grandchildren will. Worst Case scenario, you didn't get the necessary medical care when you most needed it!!! We should lobby for a mandatory course that all newcomers have to take & PASS a test about Canadian culture & expectations. If they fail, no citizenship for sure! But that would be another hornets nest because our parliament will debate over definition of "Canadian Culture" for decades. Welcome to Canada!😂
Identity Attack0.29798782
Insult0.1669316
Profanity0.028776871
Threat0.008039144
Severe Toxicity0.008392334
Low Tox 0.28547668 Constructive 0.831
Sep 12, 2025 Why Canadians Are Turning Against …

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.