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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "We stand we with you …" 188 comments · Page 5 of 8
It don't matter how you say it... It's plain and simple. Canada let to many criminals and organized crime members into Canada. This is a small part of how they get into countries and take …
It don't matter how you say it... It's plain and simple. Canada let to many criminals and organized crime members into Canada. This is a small part of how they get into countries and take over countries. Wake up and pay attention to the last 10 years history of England, France, Germany etc concerning immigrants coming in and how it changed their Whole Countries.. And NOT FOR THE BETTER!!!Canada will be worse off because no one stands up for Canada's values and history. It's just"sorry, ok you can do that", oh am I infringing on your rights/ beliefs from another country.. Than let me change how everything is done here to accommodate you so you will be happy. Let me take away all the customs Canadians were brought up with because it might offend you. Now, you can take over our country. That's the beginning.
Identity Attack0.22458547
Insult0.21135417
Profanity0.026590679
Threat0.010239923
Severe Toxicity0.010070801
Low Tox 0.28312725 Constructive 0.554
Oct 2, 2025 2 likes IRCC Names India in Study …
I will always stand with people who condemn indian fatigue No doubt,it's effects are making all crazy That's doesn't mean white are so good They are racist too But many of them are really good …
I will always stand with people who condemn indian fatigue No doubt,it's effects are making all crazy That's doesn't mean white are so good They are racist too But many of them are really good The white people Nice, friendly outside And other nationalities Irrespective of color and country We need such good people Who help others,show mercy If not don't cause problems to others
Identity Attack0.2823795
Insult0.15236975
Profanity0.114160895
Threat0.014048163
Severe Toxicity0.013285006
Low Tox 0.27750343 Constructive 0.776
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I'm done being quiet too. Im not racist, I dont hate people because their skin color isnt white like mine, Im happy to have immigrants here if they are willing to integrate like the previous …
I'm done being quiet too. Im not racist, I dont hate people because their skin color isnt white like mine, Im happy to have immigrants here if they are willing to integrate like the previous generations have. We arent having kids because unlike other countries, we want to put kids first, and its irresponsible to have children when our economy is unaffordable to have them. I dont have any of that so called "white privilege" i always hear about. I grew up where I couldnt shower for days at a time, went to bed and school hungry. I'm exhausted from being labeled a terrible person when I condemn racists and the past actions, but its never good enough because im white. We have culture, Canada has culture. You just dont hear us talk about it cuz we get labeled racist for talking about it. We need to stand shoulder to shoulder if we want change in this country. I dont get why here its acceptable to come illegally, leech our resources without contributing to society and disrespect us, yet if we were to do the same its disrespectful. Well it is disrspectful. I wouldnt move to a country without learning the language, at least enough to get by, learning their culture, their values, their way of life, and ASSIMILATE like everyone has done before. NO more being quiet, no more being afraid of standing up for myself. Make Canada Great Again!
Identity Attack0.2854555
Insult0.08508729
Profanity0.11725569
Threat0.010628296
Severe Toxicity0.013349563
Low Tox 0.26859093 Constructive 0.797
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
The other reason we are letting them in is that our government thinks they are the saviours of the world; they stand up all over the world and shake their fingers at other countries screaming …
The other reason we are letting them in is that our government thinks they are the saviours of the world; they stand up all over the world and shake their fingers at other countries screaming gender equality (but don't mention the rapes in women’s prisons by men who claim to be women). All our government does is virtue signal.
Identity Attack0.17303948
Insult0.0813853
Profanity0.06295506
Threat0.037530303
Severe Toxicity0.009613037
Low Tox 0.2648175 Moderate Con 0.367 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Good work Indian students! You’ve successfully and effortlessly ruined the good standing of Indians who came to these western countries peacefully. The trust has been broken and going to be an uphill battle. 😢
Good work Indian students! You’ve successfully and effortlessly ruined the good standing of Indians who came to these western countries peacefully. The trust has been broken and going to be an uphill battle. 😢
Identity Attack0.24293575
Insult0.13607834
Profanity0.025497584
Threat0.014220826
Severe Toxicity0.00957489
Low Tox 0.2648175 Moderate Con 0.396 Identity_Assertion
Sep 30, 2025 1 likes IRCC Names India in Study …
There is a video on how a Canadian citizen should leave Canada and come back as a refugee new immigrant! It's sickening because the government our tax paying dollars are paying each immigrant $224.00 per …
There is a video on how a Canadian citizen should leave Canada and come back as a refugee new immigrant! It's sickening because the government our tax paying dollars are paying each immigrant $224.00 per day to be housed in hotel room and food etc?! This is wrong as how come ppl like myself awaiting to have my knee replacement surgery I am only getting $1208 per month on disability EIA? I am sorry but I was.born and raised a true Canadian citizen from Wpg Mb Canada, I have never relocated and came back to Canada I have always remained here right from first day I was born! I lived threw our most brutal winters we have ever had and yes I lived it and still and were is my $30000 or should I say $53000, $1000 for each year born and raised here in Canada is what it should be!? These immigrants come here need to learn English language fluently both speak and listen in it as well, they should not become a Canadian citizen legally until they have resided in Canada for a substantial amount of time! A Canadian citizenship status should be earned big time no matter where you came flat out before getting any benefits of any kind and be able to buy and sell homes here too!? I find cab drivers muslems mostly very ignorant and rude talking in their language while on the job behind the wheel must add yes ppl driving you to your destination and not to mention do these.ppl stop to think maybe your clients passengers get annoyed listening to that on their ride to where ever,???? NO NO NO!! YOUR WIFE, MOTHER, FATHER OR CHILDREN WHOMEVER SHOULD NOT BE BOTHERING YOU WHILE YOU ARE ON THE JOB WORKING?! When I go to work as a nurse do you see me talking to my spouse or family members while I am helping my clients eat or bath and get dress, NO WAY YOU WOULD BE FIRED!!? Us Canadian citizens need to stand together and our tax paying money we should have a say in where it should be going not to ppl who are not from our country!?
Identity Attack0.21668483
Insult0.16846494
Profanity0.025360947
Threat0.007883795
Severe Toxicity0.008163452
Low Tox 0.26293078 Constructive 0.8
Aug 29, 2025 Why Canadians Are Turning Against …
Little too late Canada ! For the last 10+ years you liberals that continued to support POS Trudeau and now an even bigger POS Carney have given these extremists the golden key to the nation …
Little too late Canada ! For the last 10+ years you liberals that continued to support POS Trudeau and now an even bigger POS Carney have given these extremists the golden key to the nation to run havoc in our streets , in our schools , in our institutions, in everything that is wrong in our nation ! I’m so confused as to why our Police and Military Service have failed us ! “ They were to Serve and Protect Us The Citizens of this Nation “ !! Yet they are protecting the installed criminal infidels that have been placed in our country by the WEF to wreak havoc ! Time is ticking Canada we the true and patriot citizens need to stand together and take back our nation !!
Identity Attack0.058856625
Insult0.24767025
Profanity0.025497584
Threat0.009877442
Severe Toxicity0.006980896
Low Tox 0.26293078 Moderate Con 0.361
Aug 26, 2025 Why Canadians Are Turning Against …
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We …
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We have built a beautiful way of life in the western world and we should work harder to preserve it. I've been to India. Although I like most Indians that come to our part of the world, WE DO NOT WANT OUR COUNTRY TURNING INTO INDIA (or any other country/culture for that matter). Assimilate, get with the program, or GTFO. Enough is enough. Americans, Canadians, Europeans..stand up for your country and culture before it is completely erased. If we decided to move to any of these third world countries and pull the same crap, locals would be up in arms.
Identity Attack0.2816105
Insult0.075868964
Profanity0.08322773
Threat0.011715741
Severe Toxicity0.014511578
Low Tox 0.25462922 Constructive 0.685 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
i can hardly stand listening to Jason lier Kenny. Alberta independence asap the federal government has nothing Alberta needs
i can hardly stand listening to Jason lier Kenny. Alberta independence asap the federal government has nothing Alberta needs
Identity Attack0.009545447
Insult0.24928534
Profanity0.021125201
Threat0.0064079775
Severe Toxicity0.003376007
Low Tox 0.25462922 Low Con 0.265 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other language we have to stand firm like sir John a McDonald said
Identity Attack0.27875587
Insult0.082372494
Profanity0.015967157
Threat0.008026198
Severe Toxicity0.008239746
Low Tox 0.25462922 Constructive 0.51
Aug 29, 2025 Why Canadians Are Turning Against …
Indians are people who you can trust and respect, Hindus and Sikhs especially. It’s not a problem when these communities integrate perfectly within Canada or the US. Human trafficking operations are conducted by a small …
Indians are people who you can trust and respect, Hindus and Sikhs especially. It’s not a problem when these communities integrate perfectly within Canada or the US. Human trafficking operations are conducted by a small minority who are paid to often be anti their own country of origin. Remember all the white people are actually European immigrants into the Americas, this is just an example of continuous migration of humans, some of whom conducted bad businesses, even in the beginning of the colonisation of the Americas. You call yourself the originals, but you are just immigrants as well. The Native Americans and Inuits were the originals. And yet you have nearly wiped them out. The United States of America is standing on the dead bodies of the natives! The hypocrisy when they call out new immigrants entering America and Canada!
Identity Attack0.28622448
Insult0.08212569
Profanity0.027273865
Threat0.008945347
Severe Toxicity0.00705719
Low Tox 0.25084448 Constructive 0.595 Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
People you allow in randomly are against e erythibg you stand for cartel ccp tamel tigers viet gangs samoli gangs etc
People you allow in randomly are against e erythibg you stand for cartel ccp tamel tigers viet gangs samoli gangs etc
Identity Attack0.16159154
Insult0.09270445
Profanity0.059447967
Threat0.014738814
Severe Toxicity0.009765625
Low Tox 0.24924077 Low Con 0.195 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
7:03 - you’re standing in the middle of the road and impeding traffic. So much for blaming certain ethnic groups.!!!
7:03 - you’re standing in the middle of the road and impeding traffic. So much for blaming certain ethnic groups.!!!
Identity Attack0.18313584
Insult0.070799805
Profanity0.016479544
Threat0.00948907
Severe Toxicity0.00541687
Low Tox 0.24603334 Moderate Con 0.318 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They have NO customer service, refuse to learn English, their hygiene is poor & they disrespect our country. Time to stand up Canada & take our country back. Start by voting for Pierre next time. …
They have NO customer service, refuse to learn English, their hygiene is poor & they disrespect our country. Time to stand up Canada & take our country back. Start by voting for Pierre next time. Liberals asked for this.
Identity Attack0.06158508
Insult0.17610447
Profanity0.013371054
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.24603334 Moderate Con 0.426
Aug 27, 2025 Why Canadians Are Turning Against …
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my …
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my grandfather came home with shrapnel in his leg. His suffered all of this to give us our freedoms and a safe place to live. One of my uncles would never speak his language - Italian in front of anyone that didn’t understand it. I asked him why not? His answer was simple “its’s a rude!” Such eloquence from broken English. I am sick of not being allowed to stand up for my way of life, my culture and belief system without being accused of stamping on somebody else’s! I am Catholic I pray at home or at church in my car out on a walk! Nobody is subjected to it or restricted by it religion is a deeply personal thing we have churches and religious places of gathering that are everywhere that have been permitted when other countries would absolutely not allow such freedoms but it still is not enough and we are wrong for being upset by their intolerance and rudeness. I am disabled - if I was not married I would be living on the street. Students immigrants are given better housing and more money to survive on than me - who was a part of this workforce and a taxpayer from the age of 12 I have had some sort of job until I was injured at work. We aren’t racist we are fed up, abandoned and disgusted with out social safety net being handed out to others who do nothing but complain that it’s not enough! I just want to be able to survive in my home country - the country I have paid taxes into all my life. Is there another country in the world that puts itself and its people last as Canada does??? I really want to know. Where could I move and be treated as a Canadian immigrant is treated here???
Identity Attack0.17847598
Insult0.14150882
Profanity0.11663672
Threat0.03718498
Severe Toxicity0.01302678
Low Tox 0.24603334 Constructive 0.81 Identity_Assertion
Aug 28, 2025 7 likes Why Canadians Are Turning Against …
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as …
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as owner of the land. Do you remember how many slaves European Colonizers have killed? King Leopold, Algerian war of Independence against France, how many African slaves lost their lives to build the Congo-Ocean Railway? Spanish demolition of Aztec and Inca empire in South America, did you remember the Encomienda system?! Why did Taino people vanish on Caribbean Island?! Portuguese forced labor policies in Angola, Mozambique?? Millions of them lost lives to fight against Portuguese colonizers. Then our favorite East India Company, the British empire where Sun Never Set. They decimated India, Australian Aboriginal, New Zealand Māori and Red Indians, native Americans who migrated to America from Asia long back. How many natives' indigenous populations countries after countries, continent after continent, their father mother daughter son wife husband grandparents your ancestors have killed???? Do you have any count????? In this civilized world no Supremacists be it Right or Left wing, especially Hitler, Mussolini, Stalin like White Supremacist have no place anymore, you have done enough good for the world. You cannot justify your stand using a Charlie Kark.
Identity Attack0.1808059
Insult0.110259406
Profanity0.024062896
Threat0.021300001
Severe Toxicity0.009422302
Low Tox 0.23667802 Constructive 0.519 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently …
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently face a takeover by agitators and elites who proscribe to bankrupt and diminish our values; to tear us down and rebuild the land in "their image" and enrich themselves in the process. Not the Canada I used to Love, Not Glorious and Free ... Who stands on guard ? What became of "We" ? GOD SAVE OUR LAND
Identity Attack0.10221587
Insult0.123407245
Profanity0.035148825
Threat0.009644418
Severe Toxicity0.0060272217
Low Tox 0.2359567 Constructive 0.595 Identity_Assertion
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by …
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by Mark Carney to a standing ovation in Davos.
Identity Attack0.22631748
Insult0.08533409
Profanity0.0147374235
Threat0.008789998
Severe Toxicity0.005683899
Low Tox 0.23343207 Moderate Con 0.336 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This is making me feel ill. I can’t stand what’s happening to Canada. Or should I say new, new deli
This is making me feel ill. I can’t stand what’s happening to Canada. Or should I say new, new deli
Identity Attack0.07921951
Insult0.07808672
Profanity0.026863953
Threat0.01187109
Severe Toxicity0.005760193
Low Tox 0.23235008 Moderate Con 0.46 Fear_Threat
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
Can’t stand the, durka’s!
Can’t stand the, durka’s!
Identity Attack0.038683333
Insult0.123407245
Profanity0.08549073
Threat0.011172019
Severe Toxicity0.007095337
Low Tox 0.23235008 Low Con 0.228 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. …
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. And their daughters alone side them. And their are never arrested. These people have disappeared of the internet 6-8 yrs ago and are popping up in small towns and even smaller villages along the highway. Parking on private property access roads for fires and picnics with there kids. I have seen it first hand all over lanark county and across the east end heading out to Embrun and east towards Plantagenet. And for anyone to deny this..it's because you live in a bubble and never leave the city. Can't goto the Ottawa River anywhere without seeing people bathing in the runoff from our fields and confronting locals tell them to stop trashing out forest and community . All the while throwing garbage into the river and bushes wherever they stop to get out of their cars. These Indians and Muslims do not care about the rules or our country. The Immigrants have over run the country and will not leave peacefully. Ask them yourself if they will. I bet they stand defiantly in your face and tell you "no". Even when they legally do not belong here. This will cause a civil war soon enough. Canada wants it's country back. And they will get it back from the liberals and their foreign army of vagrant, Canadian hating deciples. The time of the liberals has come to and end. Canada will be great again and the liberals will be back at the bottom where they belong. Especially after what they've done to the country and its people. Disgusting that no one has done it YET!!
Identity Attack0.22631748
Insult0.083359696
Profanity0.055940874
Threat0.03373172
Severe Toxicity0.008354187
Low Tox 0.22445217 Constructive 0.597
Sep 28, 2025 1 likes IRCC Names India in Study …
I did not vote lib, and I tried to warn others But. It fell on deaf ears. I pray that we all stand together against this irresponsible government. Its going to be a very cold …
I did not vote lib, and I tried to warn others But. It fell on deaf ears. I pray that we all stand together against this irresponsible government. Its going to be a very cold winter. Many immigrants won't like it, especially when the hydro crashes. No heat or electricity. Hope they go back where they came from for their own good.
Identity Attack0.109318495
Insult0.113185234
Profanity0.018255826
Threat0.010887212
Severe Toxicity0.0045204163
Low Tox 0.21642438 Constructive 0.578 Fear_Threat
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost …
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost up to 17-20$ an hr!!!! We have to bring like before people who contribute to society and can stand on two feet but we have too many munchers and now under liberals 14 years of power we have the rich who avoid taxes the poor who can’t afford taxes and the nee middle class who pays all the taxes to pay for the rest. Welcome to Canada under liberals alone.
Identity Attack0.06613251
Insult0.12159709
Profanity0.028093686
Threat0.008919456
Severe Toxicity0.0048828125
Low Tox 0.20219094 Moderate Con 0.492
Nov 19, 2025 18 likes Quebec Ends Economic Immigration Program …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let alone a family. So so sad and scary. Omg, so many good points!! Canadians we have to stand up and say something!!! Trudeau ruined this country and now Carney is going to make it much worse!!!
Identity Attack0.033784978
Insult0.10440776
Profanity0.0127561875
Threat0.0103175985
Severe Toxicity0.0033569336
Low Tox 0.20195828 Constructive 0.723 Economic_Argument
Aug 27, 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.