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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: "There was not a need …" 2,035 comments · Page 27 of 82
We don't need immigration
We don't need immigration
Identity Attack0.36702603
Insult0.070482984
Profanity0.04642162
Threat0.0104988385
Severe Toxicity0.013672344
Moderate 0.32128486 Low Con 0.244
Jan 20, 2026 Why Canada’s immigration system has …
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 …
Generational Canadians need to leave Canada and come back as Asylum Seeking Immigrants. Just say you are fleeing a Communist Dictatorship 🍌 Republic.
Generational Canadians need to leave Canada and come back as Asylum Seeking Immigrants. Just say you are fleeing a Communist Dictatorship 🍌 Republic.
Identity Attack0.29951343
Insult0.23237456
Profanity0.027820412
Threat0.008427517
Severe Toxicity0.011367798
Moderate 0.32074678 Low Con 0.176
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
All of the good immigrants need to ban against the gimmigrants. Make yourselves known.
All of the good immigrants need to ban against the gimmigrants. Make yourselves known.
Identity Attack0.37655997
Insult0.08533409
Profanity0.025360947
Threat0.031314444
Severe Toxicity0.010375977
Moderate 0.32020867 Low Con 0.216
Aug 27, 2025 Why Canadians Are Turning Against …
Canada needs deportations
Canada needs deportations
Identity Attack0.33352965
Insult0.06889887
Profanity0.04892669
Threat0.0824309
Severe Toxicity0.013736901
Moderate 0.32020867 Low Con 0.165
Jan 20, 2026 Why Canada’s immigration system has …
I'm born and raised Canadian 48 years and I'm sick of my country looking like Afghanistan, Pakistan, Iran, Iraq , and all of the other refugees and immigrants. We don't need you here to make …
I'm born and raised Canadian 48 years and I'm sick of my country looking like Afghanistan, Pakistan, Iran, Iraq , and all of the other refugees and immigrants. We don't need you here to make anchor babies and take our jobs and use up our resources ( jobs, medical, housing). Everything said by that woman is 100% correct and I approve that message. My wife has been unemployed since Christmas of 2024 and I've been off since March of 2025 and it's now mid September 2025. Our bills and taxes don't stop coming in when the cheques stop coming in. I haven't been on EI in 20 years!
Identity Attack0.36598656
Insult0.24928534
Profanity0.038154904
Threat0.010162249
Severe Toxicity0.017029278
Moderate 0.32020867 Constructive 0.736
Sep 12, 2025 Why Canadians Are Turning Against …
Canada needs Jesus Christ soooooo badly!!
Canada needs Jesus Christ soooooo badly!!
Identity Attack0.28034934
Insult0.15840563
Profanity0.06495911
Threat0.011379151
Severe Toxicity0.01412424
Moderate 0.32020867 Low Con 0.226
Jan 27, 2026 Inside Canada's Indian Invasion...
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And …
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And Desis just happen to be the people willing to migrate and “create” a city out of nothing as you say. This is not showing both sides of anything. The Polish guy was just racist lol “ they all look the same” We are other-ized by the average Canadian and face bias often, at work or in regular social situations. Then the nice Canadian wonders why we hang out amongst ourselves and prefer employing each other lol
Identity Attack0.28034934
Insult0.24928534
Profanity0.056441884
Threat0.008285114
Severe Toxicity0.011444092
Moderate 0.31963667 Constructive 0.681
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberals are just absolutely destroying this country. Alberta separation is a must. My grandchildren do not have a future in this country. We need the conservatives, and we need ice.
Liberals are just absolutely destroying this country. Alberta separation is a must. My grandchildren do not have a future in this country. We need the conservatives, and we need ice.
Identity Attack0.19100772
Insult0.20901857
Profanity0.028640235
Threat0.053330876
Severe Toxicity0.009269714
Moderate 0.31963667 Moderate Con 0.379 Fear_Threat
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
We need to send them back asap Immigrants are taking over Canada send them back
We need to send them back asap Immigrants are taking over Canada send them back
Identity Attack0.36702603
Insult0.110259406
Profanity0.022696527
Threat0.043309137
Severe Toxicity0.0118255615
Moderate 0.31963667 Low Con 0.186
Sep 2, 2025 Why Canadians Are Turning Against …
Follow laws or the law should make you leave or else is a free for all like under liberals. We need common sense not liberal nonsense like we have had for 13 years.
Follow laws or the law should make you leave or else is a free for all like under liberals. We need common sense not liberal nonsense like we have had for 13 years.
Identity Attack0.03894114
Insult0.34032786
Profanity0.034146797
Threat0.006925808
Severe Toxicity0.003967285
Moderate 0.31963667 Moderate Con 0.33 Policy_Critique
Jan 21, 2026 2.9 million Canadian temporary visas …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them either make india better or live here there is no need to move out HIndus are already started birthcontrols being aware is just all we need thats it i think whites or native people are right because no one likes sudden changes !! I am also capable of moving out but i will not i think i can do something better here i can make my community better . Indians also have this some kind of invisible competetion between there extended fam. or neighbourhood which is the one of the shittiest reason of indian leaving india they think washing dishes is better then a business or farmer here . I know we have multiple problems but leaving them would not give any solution to them ,we are actually growing it takes time to be like any europian country but im sure we should not have to like them we can be better in our own we are not in a race of living better all we have to do is making our living standards better Rule No 1 Never make more than 2 children Dont do something uncivilied thing in front of them We are really good in cleaning our houses but focus on streets too( ofc this is not for all many of us are actually doing this) Dont give shit about politics too much your control should be in your hands Practice religion very well , Dont cutt off from roots Dont beileve in pathetic rituals Rivers are water sources respecting them means keep them clean as possible thats all Work on esthetics of your streets try to make your house lil similar to all and dont think of job either you can make jobs THATS ALL. In this case like if we say we dont want to tolerate illegal bangladeshis same as they NO nation wants too much people from a particular country it obviously feels like invaded Anyhow To all white people reading this May be you can found us problematic in some way but most indian are really sweet and kind by heart .
Identity Attack0.36702603
Insult0.24493282
Profanity0.092279755
Threat0.010472948
Severe Toxicity0.014447021
Moderate 0.31963667 Constructive 0.707
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I a, Pakistani let me tell why won’t assimilate it’s cuz you guys make fun of our accent and culture so we say is they can look down on us even if we assimilate why …
I a, Pakistani let me tell why won’t assimilate it’s cuz you guys make fun of our accent and culture so we say is they can look down on us even if we assimilate why assimilate at all honestly it feels so good no need to speak French or English I only speak English at school even that is interrupted by speaking desi languages like Punjabi Hindi Urdu and others like we can integrate but never assimilate and also not to mention stereotypes you guys do on us so we just say if they gonna treat us negatively why not just take jobs and business we aren’t gonna be treated any better so why not make most out of it and why you guys mad other people have their own communities culture and language you guys were also immigrants not even immigrants but colonizers who literally gcided the natives also why you mad like they are successful and made their own community and support eachother that’s why they aren’t homeless they support eachother and are willing to compromise
Identity Attack0.29951343
Insult0.14150882
Profanity0.17987521
Threat0.045895394
Severe Toxicity0.023076924
Moderate 0.31825066 Constructive 0.747 Personal_Narrative
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We need ICE in Canada for Indians 😂
We need ICE in Canada for Indians 😂
Identity Attack0.3802808
Insult0.110259406
Profanity0.050429728
Threat0.014220826
Severe Toxicity0.015286255
Moderate 0.31825066 Low Con 0.22 Humor_Satire
Oct 16, 2025 IRCC Names India in Study …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
lol no fatso these are not the upper class Indians. These are farmers and other lower-class people that escape India and go to Canada. The upper-class Indians are either in India or in the US …
lol no fatso these are not the upper class Indians. These are farmers and other lower-class people that escape India and go to Canada. The upper-class Indians are either in India or in the US because that's where they go with their college degrees to make money. But Canada is very lucky to even have these people. What most people around the world do not understand is that without immigration, countries like Canada have negative population growth, and their economies would collapse. There would not be anybody to work in Tim Hortons or any service positions at anywhere near reasonable prices. Indians do not try to actively change the local culture like Muslims do which our fatso also noted and they do not go on welfare. All of them add to the economy. Which Fatso I'm sure is also doing just like them as he delivers Uber Eats or whatever it is to them as they do the more complicated work. Let's just hope the bike doesn't give in before the next delivery. The Indians need their curry delivered.
Identity Attack0.29798782
Insult0.24767025
Profanity0.08807703
Threat0.008259222
Severe Toxicity0.0125103295
Moderate 0.31825066 Constructive 0.768 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
They don't want in the USA. They just want to get out of India. But go anywhere else then Canada. We don't need more people here, we can't even help our own
They don't want in the USA. They just want to get out of India. But go anywhere else then Canada. We don't need more people here, we can't even help our own
Identity Attack0.37655997
Insult0.12883772
Profanity0.023994578
Threat0.009437286
Severe Toxicity0.011978149
Moderate 0.31686464 Moderate Con 0.327 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
So tell me what do we do... as a true canadian i see this every day new immigrants that dont have any respect for anyone that cant be canadian that flood are streets with hate …
So tell me what do we do... as a true canadian i see this every day new immigrants that dont have any respect for anyone that cant be canadian that flood are streets with hate and burn are canadian flag. Im embarrassed to be a canadian what a bad thing that is .....WE NEED CHANGE and we need it now so tell me what do I have to do what do we have to do to stop this madness
Identity Attack0.27914262
Insult0.21602537
Profanity0.026454043
Threat0.0347677
Severe Toxicity0.014317908
Moderate 0.31686464 Constructive 0.524 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
And more needs to be deported
And more needs to be deported
Identity Attack0.26325142
Insult0.071433455
Profanity0.03915693
Threat0.10696311
Severe Toxicity0.013414118
Moderate 0.31686464 Low Con 0.262
Dec 31, 2025 Deportations From Canada at Their …
I think us White people need to go to Poland. That’s the only country where we will be safe
I think us White people need to go to Poland. That’s the only country where we will be safe
Identity Attack0.36702603
Insult0.06250052
Profanity0.08549073
Threat0.020782012
Severe Toxicity0.015867263
Moderate 0.31686464 Moderate Con 0.305 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Nothing's going to change as long as the Liberals are in power they're doing it to us on purpose to destroy our country and for you liberals you need to wake up you're selling out …
Nothing's going to change as long as the Liberals are in power they're doing it to us on purpose to destroy our country and for you liberals you need to wake up you're selling out your children and your grandchildren for the sake of some Olive Garden wef agenda
Identity Attack0.11163961
Insult0.22303216
Profanity0.030389199
Threat0.05397744
Severe Toxicity0.009994507
Moderate 0.31547862 Moderate Con 0.343 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
..no immigrants involved in Lindsay incident..the new slaves are the immigrants..business greed..they tell Ford they need young folks they can oppress..greed..subjugation..government supported..
..no immigrants involved in Lindsay incident..the new slaves are the immigrants..business greed..they tell Ford they need young folks they can oppress..greed..subjugation..government supported..
Identity Attack0.28622448
Insult0.23704576
Profanity0.022218296
Threat0.011741633
Severe Toxicity0.010986328
Moderate 0.31547862 Moderate Con 0.309 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Indian has big mouth. They are not interested in your culture but in money. Countries like USA, Canada Australia and Zealand needs to do spring cleaning asap, otherwise Modi will be your King. Good luck.
Indian has big mouth. They are not interested in your culture but in money. Countries like USA, Canada Australia and Zealand needs to do spring cleaning asap, otherwise Modi will be your King. Good luck.
Identity Attack0.2846865
Insult0.24630153
Profanity0.052934792
Threat0.01698343
Severe Toxicity0.013866014
Moderate 0.31547862 Low Con 0.25 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
The government of Canada allowed these Indians to come to Canada in excessive large numbers. They abuse every system of Canada, change the culture of Canada, buy out all businesses in Canada, and employ only …
The government of Canada allowed these Indians to come to Canada in excessive large numbers. They abuse every system of Canada, change the culture of Canada, buy out all businesses in Canada, and employ only their own Indians. They don't drive for licenses, they own the depot, and they don't need credits for loans at the banks because they own the banks. They fight out and make it difficult for all other ethnic groups in Canada. Justin Trudeau seems to have allowed 90% of Indians to immigrate to Canada and 10% of other ethnic backgrounds combined. Trudeau has caused the Canadian culture to be transformed into Indian culture. Canada is no longer Canada. it's become India, and it's extremely unfair to all other ethnic groups. Their agenda is for Canada to be 100% Indians. Canada is in BIG TROUBLE. The Indians are in every organizations and industries, including Immigration, buying out all the franchises, businesses and are the ones fighting against all other ethnic cultured groups, making the system more difficult for other nations to migrate to Canada. Even crime has increased. Canadians need to wake up before Canada totally disappears. The Indians are messing up the Canadian economy. The majority of Indians are here through false documents and don't even speak proper English or even understand the language. Canada is in TROUBLE. They are highly Discriminative. Only making sure Canada only employs Indians in all sectors, not Blacks, not Whites, not Chinese or other Ethnic groups, but only Indians themselves. It seems the Indians are seeking to totally take over Canada and become a world power. This is my view and that of many true concerned Canadian citizens and professionals who care about this country, Canada. The culture has changed and become DISCRIMINATIVE. These Indians are Extremely Extremely RACIST
Identity Attack0.3817989
Insult0.16890354
Profanity0.026863953
Threat0.010576514
Severe Toxicity0.012359619
Moderate 0.3140926 Constructive 0.517 Fear_Threat
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …

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.