Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Why mass immigration is from …" 192 comments · Page 3 of 8
boy what barrel did creepy carney scrape her from - obvious creepy has no plans to stop mass immigration to destroy Canada
boy what barrel did creepy carney scrape her from - obvious creepy has no plans to stop mass immigration to destroy Canada
Identity Attack0.11396073
Insult0.29855028
Profanity0.057443913
Threat0.05947323
Severe Toxicity0.0126394415
Moderate 0.3389984 Low Con 0.174 Fear_Threat
Feb 26, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Identity Attack0.40883094
Insult0.15414265
Profanity0.03489832
Threat0.036839653
Severe Toxicity0.018707745
Moderate 0.3389984 Low Con 0.215 Humor_Satire
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this …
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this country it would be a disgrace. Canadians are tired and are feeling the impact on mass immigration. Government has failed us miserably.
Identity Attack0.20878418
Insult0.29383746
Profanity0.06295506
Threat0.0084793
Severe Toxicity0.009231567
Moderate 0.3389984 Constructive 0.561 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will …
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will be replaced. He has said we have no core identity and are the “first post national state”. These liberals let illegals in knowing they have a fake asylum claim but let them in and give them free housing free food free healthcare free money to the tune of $224 bucks a day. It takes near 4 years to have an asylum claim heard in Canada. So they are paid well over $320,000 bucks. And nobody wants to talk about this but these covid shots sterilizes males and females. But immigrants be it legal or illegals We’re not mandated to take the shots. I just read a piece on substack. I highly recommend you find it and read it. Quote Leaked internal Pfizer documents have revealed a disturbing truth: the vaccine’s greatest impact may not be on the lungs, but on the future of human reproduction. LIONESS OF JUDAH MINISTRY SEP 09, 2025 End Quote Quote: It’s titled Pfizer knew mRNA nanoparticles attack baby boys testes, damaging masculinity and fertility for generations.
Identity Attack0.33060804
Insult0.26957804
Profanity0.04516909
Threat0.009929225
Severe Toxicity0.0126394415
Moderate 0.33504707 Constructive 0.54 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
Sponsord by None Government Organization.....mass immigration is criminal
Sponsord by None Government Organization.....mass immigration is criminal
Identity Attack0.31307843
Insult0.21368977
Profanity0.024404489
Threat0.009799767
Severe Toxicity0.010223389
Moderate 0.33421695 Low Con 0.148
Apr 25, 2025 How much do refugees and …
The entire white western world is turning against non white immigrants. It is a cultural universal that all people wish to live within their own communities where they feel safe because they see their neighbours …
The entire white western world is turning against non white immigrants. It is a cultural universal that all people wish to live within their own communities where they feel safe because they see their neighbours as their own kith and kin. People want to live among other people who have very similar behaviours and cultural values. White western culture has been very welcoming of non white immigration, but not to the extent that the whites feel that they are being diluted out of existence by the mass immigration of foreign minorities. Especially when those minorities have no intention of assimilating in in any way, are offensive towards the white population, and engage in serious criminal behaviour.
Identity Attack0.40713623
Insult0.1469393
Profanity0.08096472
Threat0.011068452
Severe Toxicity0.014447021
Moderate 0.33255672 Moderate Con 0.493 Fear_Threat
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
I grew up in Edmonton in a very Indian part of town. It's not "Indian people " not at All!! Maybe mass migration is an issue, but it's not Indians. Maybe immigration scams but trust …
I grew up in Edmonton in a very Indian part of town. It's not "Indian people " not at All!! Maybe mass migration is an issue, but it's not Indians. Maybe immigration scams but trust me, every Indian I lived with was civically minded. Blame the scams ...not the people! That's the federal governments fault!! Indian people have lived here for decades and in the UK. Unfortunately the scams have hurt the community!! (Even listen to the people in the interviews. Some of the best people I've met, and they ARE part of my community. I do worry about the scams but that's it)
Identity Attack0.37361985
Insult0.24928534
Profanity0.08193458
Threat0.010809537
Severe Toxicity0.013866014
Moderate 0.3317266 Constructive 0.887 Solidarity
Jan 19, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
When immigrants are sick of immigration, you know there's a problem! I have no problem with someone coming to make their life and Canada better. The problem is with the immigrants that bring their problems …
When immigrants are sick of immigration, you know there's a problem! I have no problem with someone coming to make their life and Canada better. The problem is with the immigrants that bring their problems with them or take advantage of the host country, regardless of which country they move to or from. I was never brought up with racism. The problem with mass immigration is that the government of Canada is breeding racism!
Identity Attack0.36702603
Insult0.24493282
Profanity0.02522431
Threat0.0077025536
Severe Toxicity0.009918213
Moderate 0.3308965 Constructive 0.719
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
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 …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from India. There are many good people that come from india, but there are FAR more than don't assimilate, have no interest in ever assimilating, and they abuse our social systems, stealing from every Canadian as well as cause our quality of life to drastically drop. Our healthcare systems are beyond overloaded and bursting at the seams, our housing prices have skyrocketed, our house and auto insurance rates have also gone through the roof. And speaking of going through the roof, numerous houses were lit on fire late last year from new immigrants irresponsibly lighting off MASSIVE amounts of fireworks during Diwali, then you have the crowds of Indian families going to our previously pristine beaches and digging pits, which they then proceeded to use as their bathroom. People were actually selling "Beach $hitter" t-shirts because the problem was getting so common. Immigration is ok, but the amount of people the Canadian government has allowed into Canada, ALL from totally different cultural origins, in such a short amount of time was never, and will never be sustainable. In my opinion, Canada needs to full stop close its borders to anyone immigrating for at minimum 5-10 years, to allow the countries infostructure time to catch up with the masses of people who have already come into the country. But that will never happen with the liberals at the helm, they would literally get rid of the whole concept of a "border" if they could. Elbows up ya dorks!
Identity Attack0.36702603
Insult0.18852992
Profanity0.031140719
Threat0.009644418
Severe Toxicity0.014188796
Moderate 0.30527395 Constructive 0.676 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Aspects like religion, race, language are big factors that shape a culture. No country wants mass immigration but you can not blame Indians for this mess. Though Brampton might be an exception (Sikh and Pakistani …
Aspects like religion, race, language are big factors that shape a culture. No country wants mass immigration but you can not blame Indians for this mess. Though Brampton might be an exception (Sikh and Pakistani illegals coming as hardcore radicals) Most Indians (non-Sikh) come legally, are law abiding, pay taxes and work hard just like immigrant forefathers of the whiteys. If the current whiteys have issues, they should elect good politicians but stop being r@cist towards Indians just due to skin color
Identity Attack0.3817989
Insult0.1640896
Profanity0.10982819
Threat0.014048163
Severe Toxicity0.015544481
Moderate 0.30527395 Constructive 0.693
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us …
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us with this out of control insane mass immigration / invasion.
Identity Attack0.23542951
Insult0.24928534
Profanity0.020578653
Threat0.008789998
Severe Toxicity0.0077056885
Moderate 0.30502358 Constructive 0.541
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Canada will never be as good as it was. Mass-immigration ruined Canada.
Canada will never be as good as it was. Mass-immigration ruined Canada.
Identity Attack0.30103904
Insult0.12159709
Profanity0.019143965
Threat0.013702838
Severe Toxicity0.0090408325
Moderate 0.30319387 Low Con 0.166
Jun 19, 2025 1 likes How Canada broke its immigration …
Indian's are also invading Australia, the government has been doing mass immigration over the last 3 or 4 years
Indian's are also invading Australia, the government has been doing mass immigration over the last 3 or 4 years
Identity Attack0.37012735
Insult0.0820023
Profanity0.078378424
Threat0.013579931
Severe Toxicity0.01412424
Moderate 0.30136615 Low Con 0.29 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Mass immigration without assimilation is an invasion. We are being invaded and the worst part is that is that this is planned.😡
Mass immigration without assimilation is an invasion. We are being invaded and the worst part is that is that this is planned.😡
Identity Attack0.2774022
Insult0.08484049
Profanity0.02932342
Threat0.012596053
Severe Toxicity0.012283325
Low Tox 0.29771072 Moderate Con 0.31 Fear_Threat
Feb 19, 2026 7 likes LILLEY UNLEASHED: The fall of …
Mass Immigration will destroy Canada. I give it 50 years tops. Adiós!
Mass Immigration will destroy Canada. I give it 50 years tops. Adiós!
Identity Attack0.27875587
Insult0.08533409
Profanity0.016342908
Threat0.07476458
Severe Toxicity0.012054443
Low Tox 0.29039988 Moderate Con 0.309
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Non of the liberal's immigration ministers were responsible and did not do anything to stop mass immigration and fake asylum seekers!
Non of the liberal's immigration ministers were responsible and did not do anything to stop mass immigration and fake asylum seekers!
Identity Attack0.22707681
Insult0.24171697
Profanity0.01846078
Threat0.0082074385
Severe Toxicity0.0060653687
Low Tox 0.29039988 Low Con 0.293 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Mass immigration has destroyed Canada and we are still getting 3500 immigrants a day.👳🏼‍♂️👳🏾‍♂️👳🏿‍♂️👳‍♂️
Mass immigration has destroyed Canada and we are still getting 3500 immigrants a day.👳🏼‍♂️👳🏾‍♂️👳🏿‍♂️👳‍♂️
Identity Attack0.2854555
Insult0.083359696
Profanity0.018529098
Threat0.014393489
Severe Toxicity0.009307861
Low Tox 0.28857216 Moderate Con 0.416 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
DURKA DURKA ☪️. PM Mark Carney "NEW WORLD ORDER" to cause CHAOS in the WEST with Mass Immigration! Thanks WOKE Liberals...
DURKA DURKA ☪️. PM Mark Carney "NEW WORLD ORDER" to cause CHAOS in the WEST with Mass Immigration! Thanks WOKE Liberals...
Identity Attack0.20878418
Insult0.16817254
Profanity0.03239325
Threat0.013010317
Severe Toxicity0.011520386
Low Tox 0.2854971 Low Con 0.205 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It took me 5 years to get into Canada legally, I assimilated , Integrated and it's high time everyone do the same no more temporary nonsense. These levels of immigration are unsustainable everyone is doing …
It took me 5 years to get into Canada legally, I assimilated , Integrated and it's high time everyone do the same no more temporary nonsense. These levels of immigration are unsustainable everyone is doing it for the cheap subsidized labor that was the whole point of this mass immigrant scam to bring down the price of wages.
Identity Attack0.15303208
Insult0.24928534
Profanity0.037403382
Threat0.007094103
Severe Toxicity0.005569458
Low Tox 0.2854937 Constructive 0.661 Policy_Critique
Feb 15, 2026 Canada's tighter immigration policy divides …
Canadians just need to work with the indigenous to force mass deportation because it’s causing the indigenous to go culturally extinct within just two generations. Mass immigration is not part of the treaties and if …
Canadians just need to work with the indigenous to force mass deportation because it’s causing the indigenous to go culturally extinct within just two generations. Mass immigration is not part of the treaties and if we just worked together we could send them all home. But kkkanadians hate natives more than punjabs.
Identity Attack0.33675182
Insult0.10440776
Profanity0.027000591
Threat0.012803185
Severe Toxicity0.008811951
Low Tox 0.28547668 Moderate Con 0.416 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Democrats/Liberals/Labour love mass immigration because they get votes out of it Republicans/Conservatives/Tories love mass immigration because they get cheap slave labor out of it
Democrats/Liberals/Labour love mass immigration because they get votes out of it Republicans/Conservatives/Tories love mass immigration because they get cheap slave labor out of it
Identity Attack0.23694818
Insult0.11797678
Profanity0.04742365
Threat0.010032792
Severe Toxicity0.009536743
Low Tox 0.2854733 Low Con 0.252 Policy_Critique
Feb 3, 2026 3 likes Inside Canada's Indian Invasion...
My husband is an immigrant (he's been a citizen for almost 3 decades) and we're both sick and tired of the mass immigration! He and his paremts assimilated when they moved here. And they got …
My husband is an immigrant (he's been a citizen for almost 3 decades) and we're both sick and tired of the mass immigration! He and his paremts assimilated when they moved here. And they got ZERO handouts!
Identity Attack0.26663736
Insult0.16053712
Profanity0.033144772
Threat0.007637825
Severe Toxicity0.0074768066
Low Tox 0.2854733 Constructive 0.702
Sep 10, 2025 3 likes Why Canadians Are Turning Against …
Uncontrolled mass immigration 🤮
Uncontrolled mass immigration 🤮
Identity Attack0.21668483
Insult0.07428485
Profanity0.046171114
Threat0.010576514
Severe Toxicity0.012207031
Low Tox 0.2667042 Low Con 0.205
Aug 26, 2025 Why Canadians Are Turning Against …
Canada has been destroyed by mass immigration. And refusal to intergrate into what used to be the Canadian culture......
Canada has been destroyed by mass immigration. And refusal to intergrate into what used to be the Canadian culture......
Identity Attack0.2783691
Insult0.0836065
Profanity0.015249812
Threat0.01254427
Severe Toxicity0.007133484
Low Tox 0.26104406 Low Con 0.292 Identity_Assertion
Jan 27, 2026 1 likes 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.