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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: "DO not bring to The …" 648 comments · Page 11 of 26
There's a new drive of Americanisation happening in other countries in terms of political beliefs and that is very dangerous and sad to see. Ignorance and narrow mindedness will not bring prosperity to your lands.
There's a new drive of Americanisation happening in other countries in terms of political beliefs and that is very dangerous and sad to see. Ignorance and narrow mindedness will not bring prosperity to your lands.
Identity Attack0.094936445
Insult0.336253
Profanity0.018802373
Threat0.0074436385
Severe Toxicity0.004119873
Moderate 0.32236105 Constructive 0.583 Fear_Threat
Nov 21, 2025 4 likes Quebec Ends Economic Immigration Program …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS SPAIN ITALY PORTUGAL some of the above nations have woken up and have said enough. Both Poland and Hungary have said enough. Now the EU is calling them racists. It’s all Indian or Muslim immigration. They don’t immigrate for a better life it’s to take over and it’s millions of fighting g age men too. Our countries are setting up for award, civil wars. France just issued a memo to hospitals to get ready for military mass casualties that will start within 12 months from now. These globalists have been planning this great reset and new world order for many decades. I stared investigating these wicked globalists over a decade ago now. I have all evidence and receipts saved. How do you implode a nation, crash an economy, make citizens reliant on govt for everything… why bring in millions of immigrants and put their needs first. You can go to any city or town in Canada now. It’s hard to find a Canadian working. In Canada we have foreign workers programs that allows businesses to hire foreigners and the liberal federal govt pays 1/3 of these foreigners salaries. So of course any business like retail or restaurant’s biggest overhead is labour costs so if they can save like $6.00 an hour on every employee why wouldn’t they opt in for that. I also did a very deep dive into the voters in Canada. At least 4.5 million out of the 8.5 million voted the Carney liberals got in April 2025 were immigrant votes. That’s why Carney and liberals pander to the gigantic Muslim population in Canada. Muslims, Chinese, Indians from India, Ukrainians, Filipinos they all pretty much vote liberal. There weee over 100 Muslim groups that told their Muslim community to only vote for candidates that support Gaza Muslims and Palestinians. How is that not election interference. We know the Chinese directly interfere in our elections by threatening Chinese Canadians to vote liberal or their families in China will be harmed or they will be harmed inside Canada. In June Carney said Muslim values are Canadian values. Either this clown has no idea how radical Islam is or he knows and just panders for votes. Liberal cabinet ministers Anita Anand and Melanie Joly they both openly campaigned saying they must support Palestine because they both have large Muslim populations in their respective ridings. Over half of the liberal voter base is foreign now. I started in 2019 telling the federal conservatives look the liberals are importing new liberal voters. The party needs a strategy to win over the immigrant vote. I proposed hiring a team of individuals from the Muslim community, Chinese community etc to brainstorm on how to get their message across that if your an immigrant your best to vote conservative because the liberals don’t care about them they just want their vote. Show them how they may never own a home, how their kids will be worse off than them. That buy bringing in about 2 million more immigrants a year it is causing inflation and the affordability crisis. I believe if you can show these immigrant communities the truth they may consider voting conservative. Bit of the conservatives refuse to pivot we will never see another federal conservative govt in our lifetimes. It’s not racist it’s the truth. We need a foreign registry act to kick out foreign entities that harass bully and threaten immigrants in Canada to bend the knee or else. If we have 100 Islamic groups telling their community it’s yo only vote one way charge them with election interference. We need electoral reform badly in Canada. We need to end all immigration to Canada for at least 5 years maybe even 10. We need to deport those here illegally. No more fake asylum claims. This country can still be saved but we need immigrants on board to help save it. We need to remove broadcasting licenses of mainstream media networks that lie and bash conservatives. That’s deliberate political interference. It’s time we enforce the law. No more hate speech or hate crimes against any community especially the Jews. Deport these ppl back to Gaza if they are here on visas or revoke their citizenship and send them packing. We need ICE in Canada like they have in America. It’s long over due. If we get a hold of our borders and we stop the drugs we would have a new trade deal with Trump tomorrow. Carney doesn’t want that because it’s all he has to fear monger ppl oh bad Trump me Tarzan me good bad orange man. Haven’t you had enough now Canada? Wake up before it’s too late for anyone to save this country.
Identity Attack0.3802808
Insult0.16766082
Profanity0.035900343
Threat0.011586283
Severe Toxicity0.012833111
Moderate 0.32074678 Constructive 0.679 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
close the borders... this growth thru welfare, non tax paying immigrants is a fraud... the country was better in 1950 with way way way less population... We want anti immigrant... close the borders... these are …
close the borders... this growth thru welfare, non tax paying immigrants is a fraud... the country was better in 1950 with way way way less population... We want anti immigrant... close the borders... these are not tax payers we bring in......
Identity Attack0.29188538
Insult0.16868424
Profanity0.01764096
Threat0.018710058
Severe Toxicity0.011367798
Moderate 0.32020867 Moderate Con 0.316 Policy_Critique
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
Immigration fails when we bring in too many people from cultures that don't share our values. Return them to the Middle East, return them to communist China. We also fail when we give them voting …
Immigration fails when we bring in too many people from cultures that don't share our values. Return them to the Middle East, return them to communist China. We also fail when we give them voting rights and all they do is vote for their home country's interests.
Identity Attack0.3758158
Insult0.1378885
Profanity0.023516348
Threat0.010731863
Severe Toxicity0.0128976675
Moderate 0.32020867 Moderate Con 0.373 Identity_Assertion
Jun 20, 2025 2 likes How Canada broke its immigration …
Simply too many too fast. Nothing wrong with indians but when you bring in 1/2 a million a year it gets crazy quick.
Simply too many too fast. Nothing wrong with indians but when you bring in 1/2 a million a year it gets crazy quick.
Identity Attack0.28883415
Insult0.20901857
Profanity0.10735235
Threat0.024753258
Severe Toxicity0.011978149
Moderate 0.31963667 Moderate Con 0.36 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
If you want diversity, bring people from all over the world. If you want Indians, bring Indians from all over India. Then where are the Northeast Indians? Where are the Bengalis? Where are the South …
If you want diversity, bring people from all over the world. If you want Indians, bring Indians from all over India. Then where are the Northeast Indians? Where are the Bengalis? Where are the South Indians? Where are even the North Indians? You bring only Punjabis; you exclusively bring rural, uneducated Punjabis, who aren't even 1% of the Indian population, for vote bank purposes. Then you complain about Indians. Whose fault is that?
Identity Attack0.37879246
Insult0.16853803
Profanity0.034146797
Threat0.009851551
Severe Toxicity0.01322045
Moderate 0.31963667 Moderate Con 0.436
Nov 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to go to America too? Why does the colour of their skin matter to you? Do you really believe that all your ancestors who came to America from different countries didn’t bring their culture with them? And don’t you think that all these different cultures shaped America into what it is today? I am not American, and I would never leave my country for America. As an outsider, it feels strange to watch Americans portray other people—who want to immigrate to the country just like your own ancestors did—as inferior. In my eyes, you are exactly the same, no one is better than the other. It surprises me that a country like America shows hostility toward others who, just like them, are immigrants. And then you go to a other country with that very same mindset. No matter if Canada or America, remember that your not a native, so why judge people so hard, for trying to do the same thing like you did. You are not a native either.
Identity Attack0.36702603
Insult0.16195811
Profanity0.05243378
Threat0.008919456
Severe Toxicity0.012833111
Moderate 0.31963667 Constructive 0.763 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
@TylerOliveira I love you man, but this video is a fail. Do you want to know why? ...CAUSE YOU DIDN'T BRING GLOVES FOR YOUR HANDS VS THE TEMPERATURE IN CANADA!!! Jokes aside: great video!
@TylerOliveira I love you man, but this video is a fail. Do you want to know why? ...CAUSE YOU DIDN'T BRING GLOVES FOR YOUR HANDS VS THE TEMPERATURE IN CANADA!!! Jokes aside: great video!
Identity Attack0.021987455
Insult0.16337912
Profanity0.051932767
Threat0.009903334
Severe Toxicity0.01322045
Moderate 0.31547862 Moderate Con 0.485 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
They want the opportunity this country offered that WE worked for but they want ti spit in our face while they take it and block us from getting our own countries benefits and bringing there …
They want the opportunity this country offered that WE worked for but they want ti spit in our face while they take it and block us from getting our own countries benefits and bringing there own culture here to replace
Identity Attack0.2331515
Insult0.15769513
Profanity0.20592089
Threat0.025443908
Severe Toxicity0.016060932
Moderate 0.31547862 Moderate Con 0.35
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Restore the integrity in immigration and bring back the traditional value of Canadian! Canada is not the country for the fraudsters and those who abuses the system need to go back!
Restore the integrity in immigration and bring back the traditional value of Canadian! Canada is not the country for the fraudsters and those who abuses the system need to go back!
Identity Attack0.1508922
Insult0.3126888
Profanity0.018802373
Threat0.009463178
Severe Toxicity0.005569458
Moderate 0.3140926 Moderate Con 0.324
Sep 29, 2025 IRCC Names India in Study …
Bring the worst and Become the worst
Bring the worst and Become the worst
Identity Attack0.022590388
Insult0.100019015
Profanity0.09551262
Threat0.053330876
Severe Toxicity0.012359619
Moderate 0.30993456 Low Con 0.221 Fear_Threat
Feb 14, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Blame Trudeau.. After 2012 … The Society is going Downhill… Crime, Drugs, Car theft , Everything Went Up .. Why Blame Immigrants? Blame the Government for Bringing the Quality of Immigrants… 😅😅😅😅😅
Blame Trudeau.. After 2012 … The Society is going Downhill… Crime, Drugs, Car theft , Everything Went Up .. Why Blame Immigrants? Blame the Government for Bringing the Quality of Immigrants… 😅😅😅😅😅
Identity Attack0.28034934
Insult0.17237684
Profanity0.013985921
Threat0.009696201
Severe Toxicity0.0090408325
Moderate 0.30993456 Low Con 0.226 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
DONT BRING your CULTURE here, ADAPT canadian culture
DONT BRING your CULTURE here, ADAPT canadian culture
Identity Attack0.36702603
Insult0.08508729
Profanity0.017982552
Threat0.00780612
Severe Toxicity0.014059683
Moderate 0.3057765 Low Con 0.173
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
No more benefits for 'asylum" seekers or immigrants. Let NGOs and private funds pay for it. All these benefits and government money bring abuse and grift. Turn off the taps, send them back.
No more benefits for 'asylum" seekers or immigrants. Let NGOs and private funds pay for it. All these benefits and government money bring abuse and grift. Turn off the taps, send them back.
Identity Attack0.2823795
Insult0.1711343
Profanity0.020373698
Threat0.0287245
Severe Toxicity0.009765625
Moderate 0.3057765 Low Con 0.252 Policy_Critique
Feb 24, 2026 6 likes 'We do know that there's …
You you bring in the third world you become the third world.
You you bring in the third world you become the third world.
Identity Attack0.22707681
Insult0.1342682
Profanity0.034397304
Threat0.010809537
Severe Toxicity0.012833111
Moderate 0.30514878 Low Con 0.13 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Those migrants could never bring that to JAMAICA
Those migrants could never bring that to JAMAICA
Identity Attack0.37152436
Insult0.076185785
Profanity0.050680235
Threat0.00899713
Severe Toxicity0.009689331
Moderate 0.30502358 Low Con 0.208
Dec 13, 2025 Why Canadians Are Turning Against …
If they didn't bring their culture of being rude, obnoxious and disregard Canadian laws and etiquette maybe it wouldn't be so bad, but they also mass imported them to give companies cheap labor so they've …
If they didn't bring their culture of being rude, obnoxious and disregard Canadian laws and etiquette maybe it wouldn't be so bad, but they also mass imported them to give companies cheap labor so they've taken a tonne of opportunity from Canadians, reduced the quality of our education system making domestic Canadians unlikely to get any employment and the students also exploit the system to work. They all need a place to live and many are exploiting the government for benefits on top of driving up housing prices because of the scarcity they're actively causing.
Identity Attack0.10409598
Insult0.30326313
Profanity0.026863953
Threat0.007948523
Severe Toxicity0.0074386597
Moderate 0.3048984 Constructive 0.649 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
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 …
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check …
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check out the islamic community center located at 8069 Equesing Line Milton. There they are advocating jihad, and destruction of western culture and implementation of sharia law. You can get into the building pretending that you are a Uber driver.
Identity Attack0.3780483
Insult0.123407245
Profanity0.028503597
Threat0.019055385
Severe Toxicity0.013155893
Moderate 0.3048984 Moderate Con 0.494 Unverified_Claim
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Atleast we are not like islam people trying to bring sharia law in Canada we just go there due to job shortage in India because india has huge population I think india should bring strict …
Atleast we are not like islam people trying to bring sharia law in Canada we just go there due to job shortage in India because india has huge population I think india should bring strict 1 child or 2 child law
Identity Attack0.38223284
Insult0.0816321
Profanity0.023652986
Threat0.009074804
Severe Toxicity0.0104522705
Moderate 0.3047732 Moderate Con 0.433
Jan 27, 2026 Inside Canada's Indian Invasion...
Nah don't bring them here to America. We don't want them here either.
Nah don't bring them here to America. We don't want them here either.
Identity Attack0.2869935
Insult0.076502606
Profanity0.028776871
Threat0.01238892
Severe Toxicity0.010375977
Moderate 0.30464804 Low Con 0.204 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They all need to be rounded up and deported. If not then disband the government and bring in one that will.
They all need to be rounded up and deported. If not then disband the government and bring in one that will.
Identity Attack0.1508922
Insult0.07555214
Profanity0.031140719
Threat0.24878941
Severe Toxicity0.014769804
Moderate 0.30464804 Low Con 0.124
Oct 1, 2025 IRCC Names India in Study …
This is wrong. Fire those immigration officials responsible and bring them in court. Deport those students as it harms our social services.
This is wrong. Fire those immigration officials responsible and bring them in court. Deport those students as it harms our social services.
Identity Attack0.28034934
Insult0.09124154
Profanity0.027820412
Threat0.13717735
Severe Toxicity0.012283325
Moderate 0.30464804 Moderate Con 0.378
Sep 29, 2025 4 likes IRCC Names India in Study …
China & India are grossly overpopulated! Our Pm has visited both countries & made a deal to bring them here. What was the deal & why do taxpayers have to pay for their freedom here. …
China & India are grossly overpopulated! Our Pm has visited both countries & made a deal to bring them here. What was the deal & why do taxpayers have to pay for their freedom here. I do not hate them, I just don't trust them & I don't think they listen to Canadians. They are filling their own pockets buying votes from the new immigrants.
Identity Attack0.35299334
Insult0.16124763
Profanity0.021740068
Threat0.00814271
Severe Toxicity0.008392334
Moderate 0.30427247 Constructive 0.682
Aug 27, 2025 Why Canadians Are Turning Against …
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated …
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated here. Unfortunately, they have no desire to assimilate, they bring their own culture and they stay in their own communities. The government offers tax breaks for businesses, hiring foreign workers over people born in Canada, leaving the youth without any part-time work. On top of that some of my favourite restaurants growing up, I haven’t eaten at in years because it’s been taken over by Indians, the quality of food goes down, you end up getting food poisoning and if you aren’t in their community, you get worse service and get charged more than what an Indian would pay at the same restaurant. They don’t understand cleanliness or sanitation, they leave their garbage and waste on the street and dump it in random locations, and quite frankly have no respect for anyone who lives here or the country that has taken them in. I feel like a minority of my own country and I truly don’t understand what being Canadian means anymore because I’m pretty sure being Canadian is a thing of the past. Most of my friends have moved further north, to Vancouver island or moved out to the prairies to get away from them and higher prices as everything gets more expensive, thanks to our government, caring more about immigrants than citizens. When a family gets accepted to come here they bring their parents their aunts and uncles their brothers and sisters on temporary visas, they also collect social assistance as soon as they arrive and when their visas expire, they have no desire to go back, which has resulted in thousands of illegals remaining here. I mean I get it. Why would you go back when you’re getting treated better here and are given food, housing and an allowance every month but it’s gotten to a point where India outnumbers Canadians. I want them all sent back.
Identity Attack0.36702603
Insult0.16839184
Profanity0.041912504
Threat0.0084793
Severe Toxicity0.012359619
Moderate 0.30319387 Constructive 0.737 Identity_Assertion
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.