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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Pakis did this to themselves, …" 22 comments
Time to send the Rat fuckin Privileged Paki Pukes Packin''
Time to send the Rat fuckin Privileged Paki Pukes Packin''
Identity Attack0.69783735
Insult0.72756535
Profanity0.80158395
Threat0.22120713
Severe Toxicity0.50703704
Toxic 0.8778702 Low Con 0.127 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
when little shyt stain punjab and paki started showing up driving around in nice cars the neighborhood went to shit
when little shyt stain punjab and paki started showing up driving around in nice cars the neighborhood went to shit
Identity Attack0.5203519
Insult0.6308392
Profanity0.8089582
Threat0.021472665
Severe Toxicity0.35368225
Toxic 0.8629672 Low Con 0.217 Identity Attack Insult Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Madarchod Tyler Loves Qatri and Paki Dicks
Madarchod Tyler Loves Qatri and Paki Dicks
Identity Attack0.6220118
Insult0.802824
Profanity0.86331284
Threat0.4902736
Severe Toxicity0.8219337
Toxic 0.85333383 Low Con 0.136 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
Identity Attack0.7426507
Insult0.42167732
Profanity0.26735115
Threat0.07323132
Severe Toxicity0.3529199
Toxic 0.71760553 Moderate Con 0.325 Identity Attack Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
DIRTY PAKIS DEPORT!!!
DIRTY PAKIS DEPORT!!!
Identity Attack0.6853638
Insult0.6051471
Profanity0.36302176
Threat0.1115629
Severe Toxicity0.50703704
Moderate 0.6989911 Low Con 0.153 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
You want to fight for annexation, then go do it in the country you claim RETARDED PAKIS
You want to fight for annexation, then go do it in the country you claim RETARDED PAKIS
Identity Attack0.5913144
Insult0.6308392
Profanity0.44431314
Threat0.05753354
Severe Toxicity0.34981552
Moderate 0.687436 Low Con 0.189 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Every other country except Poland has a ‘too many paki’ problem. Take a guess what’s coming for Canada? Why are we so stoopid about this?
Every other country except Poland has a ‘too many paki’ problem. Take a guess what’s coming for Canada? Why are we so stoopid about this?
Identity Attack0.3895355
Insult0.6109131
Profanity0.3158166
Threat0.00823333
Severe Toxicity0.023076924
Moderate 0.5972042 Low Con 0.19 Insult Fear_Threat
Jun 20, 2025 1 likes How Canada broke its immigration …
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT …
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT OWN CORRUPTED MLA'S PEOPLE AND CORRUPTED RULING PARTY. THESE FKRS GET FUNDING FROM TERRORISTS ORGANIZATIONS EVEN FROM PAKISTAN. THEY HAVE A LONG HISTORY FROM PAKIS WHERE THEIR LEADERS AND GURUS AND THEIR SONS GOT KILLED BECAUSE OF MUSLIM RULERS BUT THEY NEW GEN CHOSE TO SHAKE HANDS WITH PAKIS.. THIS YEAR PM CARNEY IS GOING TO DEAL WITH MODI AND ALL THIS REFERENDUM BULLSHIT YOU SEE .. YOU WONT SEE THAT ANYMORE..
Identity Attack0.5135796
Insult0.57566804
Profanity0.46460027
Threat0.43656045
Severe Toxicity0.45510182
Moderate 0.584095 Low Con 0.256 Identity Attack Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
My cousin came to canada under a 1 year work visa,, shes white french woman.. Speaks 5 languages, has 3 degrees, ran a business in France.. she landed here 1 years ago,, had to spend …
My cousin came to canada under a 1 year work visa,, shes white french woman.. Speaks 5 languages, has 3 degrees, ran a business in France.. she landed here 1 years ago,, had to spend 400$ to prove she speaks ENGLISH, (she speaks it fluently),, she paid taxes the moment she landed and got a job, bought a car, a small apartment. Everything Canadian,, not like these degenerate scum sucking immigrants. Had to spend another 500$ to extend her visa for another year.. Everything was going well. Until these worthless liberal cockroaches knocks on her door and told her she has 1 month to leave, because shes taking a JOB away from a CANADIAN!!!.. Are you fuckin kidding me.. These worthless ungrateful, self serving pakis, indies and chinese and who knows what else we let in, are getting subsidies to work at tim hortons,, Walmart,, canadaian tires.. Meanwhile our real Canadian kids can't get summer jobs or part times,, because of these worthless immigrants. Shes corporate, she doesn't take small coffee serving jobs..
Identity Attack0.5135796
Insult0.5543018
Profanity0.36230123
Threat0.012699619
Severe Toxicity0.16960317
Moderate 0.53579444 Moderate Con 0.484 Identity Attack Insult Personal_Narrative
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
They're literally the lowest of the low. Even Indian people hate Indian people. They call them TPs - Typical Pakis
They're literally the lowest of the low. Even Indian people hate Indian people. They call them TPs - Typical Pakis
Identity Attack0.56445944
Insult0.4339631
Profanity0.2761231
Threat0.014566151
Severe Toxicity0.051147457
Moderate 0.51980776 Low Con 0.255 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
OHBOO HOO WHITE PPL ARE THE NOW MINORITY ?? NOW YOU KNOW HOW IT FEELS EITHER ADAPT TO CHANGE OR GET LEFT BEHIND THIS BLAME GAME BY THESE SO CALLED JOURNALISTS ARE CREATING DIVIDE THE …
OHBOO HOO WHITE PPL ARE THE NOW MINORITY ?? NOW YOU KNOW HOW IT FEELS EITHER ADAPT TO CHANGE OR GET LEFT BEHIND THIS BLAME GAME BY THESE SO CALLED JOURNALISTS ARE CREATING DIVIDE THE FUTURE DOESNT CARE ABOUT SKIN COLOR AND UR PAKI IM INDIAN ALL SHOULD PROSPER NOT BRING DOWN
Identity Attack0.49032792
Insult0.34135336
Profanity0.2659699
Threat0.06658544
Severe Toxicity0.16496792
Moderate 0.50789946 Low Con 0.254 Moral_Argument
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Almost 50 years in Canada , I was forced to assimilate, hide my culture, religion, language , Canada is more racist . Italians in Little Italy, Greeks in Little Greece , Europeans that cannot speak …
Almost 50 years in Canada , I was forced to assimilate, hide my culture, religion, language , Canada is more racist . Italians in Little Italy, Greeks in Little Greece , Europeans that cannot speak " Canadian" why are they not a threat ? All those " poor Canadians " in the basement of legion halls crying about no jobs ? So , "the Pakis"also steal jobs from hard working white ppl ? Remember your " Canadian " white owners are hiring all these Pakis , giving away white jobs to ppl they can take advantage of . Doesn't feel good to be a minority , does it ? Hate and Greed should be the title of this
Identity Attack0.5135796
Insult0.40243408
Profanity0.09551262
Threat0.023371955
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.56 Identity Attack
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Seriously they’re taking over. Everywhere I go I see them I go for a ride uber there’s a paki driving go to a store and they’re serving me we need to destroy this spawner.
Seriously they’re taking over. Everywhere I go I see them I go for a ride uber there’s a paki driving go to a store and they’re serving me we need to destroy this spawner.
Identity Attack0.46028158
Insult0.3416952
Profanity0.29209393
Threat0.34913966
Severe Toxicity0.044870634
Moderate 0.4402136 Moderate Con 0.443 Fear_Threat
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
As a true canadianm im absolutely fed up with indians, pakis, bengladesh. Thos is an invasion, no other words to qualify what is happening for 4 yrs now
As a true canadianm im absolutely fed up with indians, pakis, bengladesh. Thos is an invasion, no other words to qualify what is happening for 4 yrs now
Identity Attack0.5135796
Insult0.3388922
Profanity0.09992486
Threat0.0130621
Severe Toxicity0.023411209
Moderate 0.4394682 Moderate Con 0.359 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Smelly woman said she was called Paki as if it’s a derogatory term. She was probably called brown curry and she wants to deflect and hence Paki
Smelly woman said she was called Paki as if it’s a derogatory term. She was probably called brown curry and she wants to deflect and hence Paki
Identity Attack0.37730414
Insult0.4302003
Profanity0.26600444
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.293 Identity_Assertion
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Khalistan is a Pakistani propaganda,,, to divide India.. the most revered place of Sikhs is in Pakistan,, so Pakies should give that land to khalistanies .
Khalistan is a Pakistani propaganda,,, to divide India.. the most revered place of Sikhs is in Pakistan,, so Pakies should give that land to khalistanies .
Identity Attack0.49584505
Insult0.34782293
Profanity0.2124067
Threat0.13329996
Severe Toxicity0.16960317
Moderate 0.42129645 Low Con 0.224 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Now paki's come have 10 kids then the parents get divorced on paper but its fake. Then the man goes and works under the table and still lives with the family. Completely scamming the welfare …
Now paki's come have 10 kids then the parents get divorced on paper but its fake. Then the man goes and works under the table and still lives with the family. Completely scamming the welfare system.
Identity Attack0.38246045
Insult0.2838064
Profanity0.20483992
Threat0.019573374
Severe Toxicity0.022064678
Moderate 0.37751234 Moderate Con 0.356 Unverified_Claim
Jun 18, 2025 How Canada broke its immigration …
Don't call them "Pakis", call them Indians. Pakistanis don't flock into places this way, These guys simply don't want to live in India.
Don't call them "Pakis", call them Indians. Pakistanis don't flock into places this way, These guys simply don't want to live in India.
Identity Attack0.46028158
Insult0.16890354
Profanity0.10920923
Threat0.016810767
Severe Toxicity0.01896597
Moderate 0.37340668 Moderate Con 0.339 Identity_Assertion
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Pakis did this to themselves, they are at fault for how Canada is. 💯🥱
Pakis did this to themselves, they are at fault for how Canada is. 💯🥱
Identity Attack0.43896464
Insult0.23704576
Profanity0.079025
Threat0.010472948
Severe Toxicity0.015931819
Moderate 0.36095104 Low Con 0.187 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Our government are all paki lovers, even the conservatives. This is all a part of the great replacement theory that they keep telling us is a conspiracy. It will end in war, war solves everything!
Our government are all paki lovers, even the conservatives. This is all a part of the great replacement theory that they keep telling us is a conspiracy. It will end in war, war solves everything!
Identity Attack0.36702603
Insult0.18977246
Profanity0.09899642
Threat0.13228847
Severe Toxicity0.020257099
Moderate 0.34757367 Low Con 0.232 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Problem is unlike America, MOST immigrants in Canada don't assimilate into a melting pot of their new host country. No such thing as a Canuck anymore. Nevertheless I'll take the Punjabis any day over the …
Problem is unlike America, MOST immigrants in Canada don't assimilate into a melting pot of their new host country. No such thing as a Canuck anymore. Nevertheless I'll take the Punjabis any day over the Pakis.
Identity Attack0.3819294
Insult0.16751462
Profanity0.05168226
Threat0.013424582
Severe Toxicity0.014640691
Moderate 0.30854854 Constructive 0.543 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
We need to warn the world there’s like 1.4 billion Indians just in India , not counting paki , Sri Lanka, Bangladesh Then the millions in the uk … We need real biodiversity on this …
We need to warn the world there’s like 1.4 billion Indians just in India , not counting paki , Sri Lanka, Bangladesh Then the millions in the uk … We need real biodiversity on this planet. If India can’t support its own population does other sovereign nations have to be replaced by Indians ???
Identity Attack0.22631748
Insult0.035553806
Profanity0.017982552
Threat0.011094344
Severe Toxicity0.0059509277
Low Tox 0.18554166 Moderate Con 0.407 Fear_Threat
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.