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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: "Australia is the same" 249 comments · Page 3 of 10
It seems this is happening all over the world, USA, Canada, Australia, Japan, when will it end? Erecting a giant blue demon would have made me move immediately.
It seems this is happening all over the world, USA, Canada, Australia, Japan, when will it end? Erecting a giant blue demon would have made me move immediately.
Identity Attack0.023997234
Insult0.0836065
Profanity0.27005023
Threat0.04167421
Severe Toxicity0.022064678
Moderate 0.36456755 Moderate Con 0.349 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy …
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy when you speak up.
Identity Attack0.13591312
Insult0.37052566
Profanity0.035649836
Threat0.008582866
Severe Toxicity0.008049011
Moderate 0.3625127 Moderate Con 0.498
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
I have a large office building on the Gold Coast Australia. Recently we have been culturally enriched and now there are about 1/2 a dozen 'businesses' near me that offer 'training' in aged/disability services exclusively …
I have a large office building on the Gold Coast Australia. Recently we have been culturally enriched and now there are about 1/2 a dozen 'businesses' near me that offer 'training' in aged/disability services exclusively for immigrants. How lovely. Completely unrelated I am sure, but I have had to pay 4 times to have human excrement removed from the garden in front on my building THIS YEAR and I lost count for 2025. I have put in thorny bushes, cameras, and even a polite note asking these amazing people who are now in my country to please not defalcate in my garden as my business offers services exclusively to children with disabilities.
Identity Attack0.26494437
Insult0.33964422
Profanity0.2253223
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.775 Fear_Threat
Jan 27, 2026 196 likes Inside Canada's Indian Invasion...
Tyler come to tarneit in Victoria Australia. It is WORSE !!!!
Tyler come to tarneit in Victoria Australia. It is WORSE !!!!
Identity Attack0.09162762
Insult0.3388922
Profanity0.04792466
Threat0.009592636
Severe Toxicity0.009918213
Moderate 0.36095104 Low Con 0.272 Comparative_Framing
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Indians are hated everywhere, in australia its the same problem.
Indians are hated everywhere, in australia its the same problem.
Identity Attack0.4139151
Insult0.1469393
Profanity0.12639372
Threat0.012699619
Severe Toxicity0.01683561
Moderate 0.36095104 Moderate Con 0.343
Oct 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Come to Australia next it’s worse here
Come to Australia next it’s worse here
Identity Attack0.2949366
Insult0.15627414
Profanity0.10797132
Threat0.028897164
Severe Toxicity0.016706496
Moderate 0.36043653 Moderate Con 0.308 Comparative_Framing
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Why are politicians so obsessed with replacing their own population? Every European country has this problem with Muslims, Australia and Canada with Indians. They are literally wiping us out.
Why are politicians so obsessed with replacing their own population? Every European country has this problem with Muslims, Australia and Canada with Indians. They are literally wiping us out.
Identity Attack0.44690517
Insult0.1662211
Profanity0.04592061
Threat0.014738814
Severe Toxicity0.012833111
Moderate 0.36043653 Moderate Con 0.382 Fear_Threat
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Canada is not the land of the whites just like america and australia. Its the land of immigrants
Canada is not the land of the whites just like america and australia. Its the land of immigrants
Identity Attack0.44690517
Insult0.12159709
Profanity0.047173142
Threat0.007094103
Severe Toxicity0.0125103295
Moderate 0.35186127 Low Con 0.219 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
This is nothing!!! You should check out the Indian INVASION of Australia. Melbourne, Sydney, Perth is totally over run
This is nothing!!! You should check out the Indian INVASION of Australia. Melbourne, Sydney, Perth is totally over run
Identity Attack0.38208112
Insult0.16195811
Profanity0.09518933
Threat0.012699619
Severe Toxicity0.020902663
Moderate 0.35186127 Moderate Con 0.346 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) …
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) is to destroy our race & culture. Swamping your country with foreigners from a different culture and race goes against every internal instinct a normal person would have to protect their family, race or tribe to survive in its identifiable form. Japanese people live in Japan, Chinese people in China, Germans in Germany; this is how the world should be. Otherwise, with untapped migration, no country will be identifiable by its roots or culture, which is the real tragedy, because what makes countries in the world different is what makes the world such an interesting and unique place.
Identity Attack0.41975367
Insult0.18480228
Profanity0.104876526
Threat0.0347677
Severe Toxicity0.021548226
Moderate 0.34757367 Constructive 0.647
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the …
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the Domestic housing apartment and houses have mild and severe building faults, so isn't that ABUSE by White Fellars and there's nothing the home owner can do because legal and Court costs are so so expensive
Identity Attack0.3958119
Insult0.19500497
Profanity0.07126612
Threat0.010369381
Severe Toxicity0.015415368
Moderate 0.3389984 Constructive 0.572 Unverified_Claim
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Here in Sydney Australia , many years ago the suburb of Strathfield Sydney , the Indian resident wants a statue of Mahatma Gandhi in the center square , the council say NO ! actually " …
Here in Sydney Australia , many years ago the suburb of Strathfield Sydney , the Indian resident wants a statue of Mahatma Gandhi in the center square , the council say NO ! actually " Bloody hell NO "! and this demand disappear permanently !
Identity Attack0.18235919
Insult0.24767025
Profanity0.32658687
Threat0.014220826
Severe Toxicity0.02116089
Moderate 0.3389984 Constructive 0.526 Comparative_Framing
Sep 20, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
God, what the left and progressives have done to the USA, Canada, Australia, and Europe is criminal.
God, what the left and progressives have done to the USA, Canada, Australia, and Europe is criminal.
Identity Attack0.16993292
Insult0.3126888
Profanity0.04742365
Threat0.009851551
Severe Toxicity0.007286072
Moderate 0.3367073 Low Con 0.275 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians have invaded Canada, USA , UK and Australia.
Indians have invaded Canada, USA , UK and Australia.
Identity Attack0.41052565
Insult0.09270445
Profanity0.0684662
Threat0.017846745
Severe Toxicity0.015544481
Moderate 0.33421695 Low Con 0.171 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
whites are loosing jobs not only in Canada,but also in Europe,Australia and the USA
whites are loosing jobs not only in Canada,but also in Europe,Australia and the USA
Identity Attack0.39461556
Insult0.09855611
Profanity0.038655918
Threat0.007754337
Severe Toxicity0.010299683
Moderate 0.3317266 Low Con 0.262
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Hate to say it but white people in Canada , Australia, UK, USA need to find the lord.
Hate to say it but white people in Canada , Australia, UK, USA need to find the lord.
Identity Attack0.38318536
Insult0.100019015
Profanity0.07126612
Threat0.010964886
Severe Toxicity0.0128976675
Moderate 0.3317266 Low Con 0.266 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
They've infested Australia too
They've infested Australia too
Identity Attack0.28034934
Insult0.15698463
Profanity0.15019037
Threat0.05397744
Severe Toxicity0.018836858
Moderate 0.32971194 Low Con 0.272 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians themselves are responsible because a good few of them are running illegal education rackets blessed by their respected governments. Why Indians because Indians want to get out their messy country where jobs are scarce, …
Canadians themselves are responsible because a good few of them are running illegal education rackets blessed by their respected governments. Why Indians because Indians want to get out their messy country where jobs are scarce, lawlessness corruption is extreme on top countries like UK Canada Australia and NZ are making billions out of these so-called students. On top they are getting 19-year-old to 30-year educated healthy young ones to work for them for pittance. Your government knows it very well and they should be blamed for the mess. Wait a few years more
Identity Attack0.34974504
Insult0.24928534
Profanity0.051181246
Threat0.0089712385
Severe Toxicity0.012054443
Moderate 0.32128486 Moderate Con 0.482 Policy_Critique
Oct 2, 2025 1 likes IRCC Names India in Study …
Here in Australia the indians make up the majority of immigrants😕
Here in Australia the indians make up the majority of immigrants😕
Identity Attack0.3817989
Insult0.086852804
Profanity0.07449899
Threat0.008336896
Severe Toxicity0.015286255
Moderate 0.32128486 Moderate Con 0.315 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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 …
Australia is just as bad especially in Melbourne. We even have Indian lobby groups that are strongly influencing our immigration policy.
Australia is just as bad especially in Melbourne. We even have Indian lobby groups that are strongly influencing our immigration policy.
Identity Attack0.33352965
Insult0.16883044
Profanity0.049928714
Threat0.008116818
Severe Toxicity0.00869751
Moderate 0.31686464 Moderate Con 0.486
Jan 27, 2026 Inside Canada's Indian Invasion...
Next: Inside Australia's Indian invasion
Next: Inside Australia's Indian invasion
Identity Attack0.37432748
Insult0.083112895
Profanity0.085167445
Threat0.063352615
Severe Toxicity0.020902663
Moderate 0.31686464 Low Con 0.261 Meta_Commentary
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Same problem in Australia, we dont want this invasion.
Same problem in Australia, we dont want this invasion.
Identity Attack0.34324843
Insult0.083112895
Profanity0.030138692
Threat0.016292779
Severe Toxicity0.015286255
Moderate 0.31547862 Moderate Con 0.407 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Australia is going the same way, but the British Empire globalists told me I was a conspiracy theorist and to shut up or they'll put me in jail for up to 15 years.
Australia is going the same way, but the British Empire globalists told me I was a conspiracy theorist and to shut up or they'll put me in jail for up to 15 years.
Identity Attack0.10221587
Insult0.19967617
Profanity0.117874645
Threat0.063352615
Severe Toxicity0.009231567
Moderate 0.3127066 Moderate Con 0.348 Unverified_Claim
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.