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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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Active: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 57 of 244
Look into Sam Cooper and Chinese casino money laundering. It’s as bad, if not worse, than Indians coming to Canada.
Look into Sam Cooper and Chinese casino money laundering. It’s as bad, if not worse, than Indians coming to Canada.
Identity Attack0.5075293
Insult0.3388922
Profanity0.048425674
Threat0.009463178
Severe Toxicity0.019224197
Moderate 0.4269174 Low Con 0.186 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
But Sikhs in Canada called as Khalisthanis are little danger ...but they are danger to Indian's only mainly it seems.....Indian Sikhs are good but canada Khalisthanis are not good
But Sikhs in Canada called as Khalisthanis are little danger ...but they are danger to Indian's only mainly it seems.....Indian Sikhs are good but canada Khalisthanis are not good
Identity Attack0.5203519
Insult0.3470427
Profanity0.07967158
Threat0.017674083
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.432 Identity Attack Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
nasty I thought this was surrey, canada has many indias
nasty I thought this was surrey, canada has many indias
Identity Attack0.4054415
Insult0.40243408
Profanity0.21673056
Threat0.009955117
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.353 Identity_Assertion
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is crazy now
Canada is crazy now
Identity Attack0.3817989
Insult0.43158367
Profanity0.21024476
Threat0.010472948
Severe Toxicity0.017868511
Moderate 0.4269174 Moderate Con 0.343
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash …
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash on the streets, and aggressively and inappropriately approach underage girls in school uniforms. More and more cafes and shops in our country are refusing to accept Indians. They accuse us of racism, but we don’t care. Indians really make our society tired and are creating prejudice themselves.
Identity Attack0.4911651
Insult0.41530323
Profanity0.08290444
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.591 Fear_Threat
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
Canadas european invasion is also crazy
Canadas european invasion is also crazy
Identity Attack0.40713623
Insult0.43296707
Profanity0.11168506
Threat0.008401625
Severe Toxicity0.019224197
Moderate 0.4269174 Low Con 0.209 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton became the new Little India - it stinks when you pass by - sad what Liberals did to Canada 🇨🇦
Brampton became the new Little India - it stinks when you pass by - sad what Liberals did to Canada 🇨🇦
Identity Attack0.34974504
Insult0.4555076
Profanity0.07223598
Threat0.0074954215
Severe Toxicity0.015350811
Moderate 0.4269174 Moderate Con 0.374 Identity_Assertion
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and …
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and then he laughed about it and I got pissed. I said something about it and I told my boss he's not even supposed to be working here and my boss told me to mind my business. That's what's going on in Canada. Also these clowns that say that they are a benefit to Canada obviously aren't having their field of work crushed by too many people so you're easily replaceable. When you are easily replaceable your company no longer values you even if you are amazing at your job. They might be a financial benefit to companies and other Indians but they are not a benefit to Canadians. They only shop at Indian businesses and only deal with Indians in all aspects of their life. They refused to deal with Canadians and Canadian companies. They are cutting us out and being racist and discriminatory towards Canadians in Canada. That's ridiculous and we should stop it
Identity Attack0.1007269
Insult0.48627716
Profanity0.22562476
Threat0.012699619
Severe Toxicity0.014898917
Moderate 0.4269174 Constructive 0.707 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Identity Attack0.46050715
Insult0.41530323
Profanity0.0887236
Threat0.0077802283
Severe Toxicity0.016512826
Moderate 0.4269174 Moderate Con 0.472 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Can’t wait for another video of India’s poop party in Canada 🎉
Can’t wait for another video of India’s poop party in Canada 🎉
Identity Attack0.36702603
Insult0.34626248
Profanity0.29279903
Threat0.018019408
Severe Toxicity0.023364257
Moderate 0.4269174 Low Con 0.248 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone really looked at all the Damn loop holes we have with *SO MUCH FREEDOM* its actually backwards! but they word it in such way and make it sound so confusing where we think they do have our best interest. REALLY ALL THESE RULES ARE ACTUALLY KEEPING US CONTROLLED. we do need the government on some matter to ensure we live by *GODS* rules not to originate their own rules to control us by. Canada is pretty darn good for this backwards talk, brainwash, diabolical plan. Look at the school or educational systems let lone bigger issues hidden in pages of pages by the hundreds of thousands rules we MUST LIVE BY. We all know its for their own personal benefit. We are only on this world for a short period of time we all want wealth ect. We all can have it. So many ways to fix the earth and how we coexist with eachother in peace and harmony. But TILL THE WORLDS POWER OF LOVE OVER COMES THE LOVE FOR POWER WE WILL THEN KNOW TRUE PEACE!!
Identity Attack0.14875233
Insult0.35505778
Profanity0.4131548
Threat0.011249693
Severe Toxicity0.023317307
Moderate 0.4269174 Constructive 0.673
May 30, 2019 How much do refugees and …
WHY WOULD JUSTIN TRUDEAU ALLOW DEVIL WORSHIPPERS INTO THIS GREAT NATION BY THE DROVES. HIS GOAL WAS TO DESTROY CANADA AND HE HAS SUCCEEDED IN THIS GOAL
WHY WOULD JUSTIN TRUDEAU ALLOW DEVIL WORSHIPPERS INTO THIS GREAT NATION BY THE DROVES. HIS GOAL WAS TO DESTROY CANADA AND HE HAS SUCCEEDED IN THIS GOAL
Identity Attack0.1232452
Insult0.42367843
Profanity0.12286829
Threat0.09776353
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.225 Unverified_Claim
Sep 19, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
Cut down to 10,000 that may mean something, Canada is broke, dying, on life support. But these bums own our median now and they all need to go to jail.
Cut down to 10,000 that may mean something, Canada is broke, dying, on life support. But these bums own our median now and they all need to go to jail.
Identity Attack0.10409598
Insult0.42167732
Profanity0.22622968
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.258
Jan 4, 2026 New rules, regulations take effect …
No wonder there is thousands of people from India in Canada now . What the heck is really going on 🤔🫵🏾🥹🤬😡
No wonder there is thousands of people from India in Canada now . What the heck is really going on 🤔🫵🏾🥹🤬😡
Identity Attack0.3817989
Insult0.24928534
Profanity0.35346076
Threat0.010783645
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.377
Sep 30, 2025 IRCC Names India in Study …
Canada is a JOKE.
Canada is a JOKE.
Identity Attack0.41975367
Insult0.4378843
Profanity0.07449899
Threat0.008103873
Severe Toxicity0.020127986
Moderate 0.4269174 Low Con 0.151
Oct 1, 2025 IRCC Names India in Study …
This is the laziest, lax, and out of control govt. I have ever seen. Just Cancel the permits and send them packing. This is not difficult. Take the airfare out of their account for he …
This is the laziest, lax, and out of control govt. I have ever seen. Just Cancel the permits and send them packing. This is not difficult. Take the airfare out of their account for he chartered flights. START NOW BEFORE WE LOOSE IF WHAT WE KNOW IF AS CANADA. The lack of gut is appaling.
Identity Attack0.07508347
Insult0.47384647
Profanity0.039407436
Threat0.009644418
Severe Toxicity0.010528564
Moderate 0.42568782 Moderate Con 0.316 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
47,000 students that are illegal and missing in Canada! Who the f…, is responsible for immigration in Canada!!!!
47,000 students that are illegal and missing in Canada! Who the f…, is responsible for immigration in Canada!!!!
Identity Attack0.23391083
Insult0.3388922
Profanity0.38063943
Threat0.009696201
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.364 Unverified_Claim
Sep 29, 2025 10 likes IRCC Names India in Study …
Remember Canada isn’t a white country the land was stolen and the history even 40 years ago with Native people is horrific, don’t act like Canada is some woopty do peaceful country 😂
Remember Canada isn’t a white country the land was stolen and the history even 40 years ago with Native people is horrific, don’t act like Canada is some woopty do peaceful country 😂
Identity Attack0.458714
Insult0.40243408
Profanity0.06946823
Threat0.008893564
Severe Toxicity0.02296847
Moderate 0.42568782 Moderate Con 0.376 Moral_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
So what's the problem. Just leave canada and America if you don't like indians. You guys can go to Antarctica or something like that 😂😂😂😂
So what's the problem. Just leave canada and America if you don't like indians. You guys can go to Antarctica or something like that 😂😂😂😂
Identity Attack0.4931391
Insult0.24928534
Profanity0.089693464
Threat0.021127338
Severe Toxicity0.023076924
Moderate 0.42568782 Low Con 0.233 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Totally disgusting that Canada has allowed this to happen. Although its not too late to clean it up. Ship them all out immediately.
Totally disgusting that Canada has allowed this to happen. Although its not too late to clean it up. Ship them all out immediately.
Identity Attack0.11512129
Insult0.44802538
Profanity0.0569429
Threat0.13363713
Severe Toxicity0.017674843
Moderate 0.42568782 Low Con 0.226 Fear_Threat
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few bureaucratic steps will help line up the immigrants across Canada towards airports to flee and here we go: 1- Introduce a 3 months grace period for illegals to depart with their lute, no questions asked 2- Establish a Black-List-Database for all illegals and anyone who makes that list will never get permanent residence no matter how long they stay or even if they apply from abroad down the road 3- Introduce daily fines for overstaying or being here illegal with no ceiling including assets seizure to cover fines 4- Abolish automatic birth citizenship unless both parents are fully legal, else contact your embassy for birth certificate and fetch healthcare, school etc ..on your own dime 5- Revoke driver licenses, bank accounts, temporary SIN numbers of all illegals 6- Mandate the RCMP, Local Police, Sheriffs to check immigration status of anyone who comes in contact with law enforcement including traffic stops 7- Establish new Driver License and other documents for citizens and legal people with specific design and color etc.. 8- Introduce a toll-free number so citizens can report illegals and illegal activities 9- Impose hefty fines and jail time on employers who hire illegals including business closures 10- Limit running to office on all levels to Canadian born citizens 11- No illegal owns, buys or sells any real estate or property Do these and the longest line will be the line leading to airports so our friends CBSA can sit in the ri comfy offices processing illegals at their own pace.
Identity Attack0.27171627
Insult0.47384647
Profanity0.10797132
Threat0.013217449
Severe Toxicity0.014511578
Moderate 0.42568782 Moderate Con 0.448
Dec 23, 2025 15 likes Deportations From Canada at Their …
tbh ircc should be investigated - thousands of unqualified people are here in canada pestering the economy like wtf?? these people all have visitor visa and wanting to work
tbh ircc should be investigated - thousands of unqualified people are here in canada pestering the economy like wtf?? these people all have visitor visa and wanting to work
Identity Attack0.10221587
Insult0.35016364
Profanity0.40929472
Threat0.009463178
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.354
Oct 6, 2025 IRCC Names India in Study …
India destroyed canada Usa 😂😂 Uk 😂😂 China 😭😭 Canada😭🤬
India destroyed canada Usa 😂😂 Uk 😂😂 China 😭😭 Canada😭🤬
Identity Attack0.49584505
Insult0.39297962
Profanity0.18786818
Threat0.18913531
Severe Toxicity0.16960317
Moderate 0.42568782 Low Con 0.188 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Welcome to GLOBALIST nightmare Canada. Our Cartel run governments along with our CORRUPT RCMP, compromised law enforcement.... rule with an iron fist. We have a two tiered judicial system also. COMMUNIST CARNEY and his band …
Welcome to GLOBALIST nightmare Canada. Our Cartel run governments along with our CORRUPT RCMP, compromised law enforcement.... rule with an iron fist. We have a two tiered judicial system also. COMMUNIST CARNEY and his band of incompetent immigrant cabinet ministers are anti-Canadian, anti-Christian. After 60 years in this country, I no longer recognize Canada, it is a morally and financially bankrupt country. Thank the Liberal voters.
Identity Attack0.36873037
Insult0.4378843
Profanity0.026317406
Threat0.009566744
Severe Toxicity0.015415368
Moderate 0.42568782 Moderate Con 0.312
Sep 29, 2025 IRCC Names India in Study …
Im white and i'm leaving Canada, Canada is no longer Canada, 20 years from now all government will be indian, jobs are taken, they only hire their own, and so eventually whites and blacks won't …
Im white and i'm leaving Canada, Canada is no longer Canada, 20 years from now all government will be indian, jobs are taken, they only hire their own, and so eventually whites and blacks won't have a chance to get a job.
Identity Attack0.5135796
Insult0.24630153
Profanity0.0816113
Threat0.020782012
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.409 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)

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.