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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: "why dont you be out …" 562 comments · Page 5 of 23
Indian foods are prepqred dirty by indians. they dont even take bath.
Indian foods are prepqred dirty by indians. they dont even take bath.
Identity Attack0.55044734
Insult0.43158367
Profanity0.27005023
Threat0.012026439
Severe Toxicity0.032316983
Moderate 0.50789946 Low Con 0.198 Identity Attack Unverified_Claim
Feb 24, 2026 Inside Canada's Indian Invasion...
Majority of new Indian Sikhs in Canada dont want khalistan for starters... Its just old sikhs immigrants and their low iq grandchildren
Majority of new Indian Sikhs in Canada dont want khalistan for starters... Its just old sikhs immigrants and their low iq grandchildren
Identity Attack0.55044734
Insult0.5130944
Profanity0.12096943
Threat0.011172019
Severe Toxicity0.024725812
Moderate 0.50789946 Low Con 0.179 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I live 10 mins from here, at this point I dont care if they came here 40 years ago, they all need to go. Enough is enough, the city used to be beautiful and now …
I live 10 mins from here, at this point I dont care if they came here 40 years ago, they all need to go. Enough is enough, the city used to be beautiful and now its disgusting, garbage everywhere, 1000s of pedestrians clogging the crosswalks its just too much.
Identity Attack0.1035157
Insult0.54525656
Profanity0.1554785
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.50789946 Constructive 0.511 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians dont feel racism in Brampton because they are the racists.
Indians dont feel racism in Brampton because they are the racists.
Identity Attack0.55044734
Insult0.43158367
Profanity0.1811049
Threat0.011172019
Severe Toxicity0.023129508
Moderate 0.50759226 Low Con 0.23 Identity Attack Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
I’m born to an Indian family…I’ve never been to india, and i dont plan on going there either. I wasn’t brought up the way i see these Indians are…. I cant stand them! I want …
I’m born to an Indian family…I’ve never been to india, and i dont plan on going there either. I wasn’t brought up the way i see these Indians are…. I cant stand them! I want them out of this country that i call home!!
Identity Attack0.5689151
Insult0.36537176
Profanity0.15635987
Threat0.08396416
Severe Toxicity0.11756202
Moderate 0.50503236 Moderate Con 0.455 Identity Attack Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, we need mass deportation now. Muslims dont belong in western societies, Muslims should only live in muslim countries, there are 50 muslim countries, pick one. This is getting ridiculous, canada has lost its identity, these rotten politicians are not listening to Canadians.
Identity Attack0.53446084
Insult0.48228607
Profanity0.13168186
Threat0.039602257
Severe Toxicity0.02406851
Moderate 0.50503236 Moderate Con 0.343 Identity Attack Identity_Assertion
Jun 18, 2025 1 likes How Canada broke its immigration …
U dont make movie about pedo jews
U dont make movie about pedo jews
Identity Attack0.5274064
Insult0.37733194
Profanity0.36902615
Threat0.05688698
Severe Toxicity0.16960317
Moderate 0.5024724 Low Con 0.172 Identity Attack Unverified_Claim
Feb 9, 2026 Inside Canada's Indian Invasion...
middle east India and africa etc all leeches living on benefits. we are slaves paying tax so these people dont feel sad.
middle east India and africa etc all leeches living on benefits. we are slaves paying tax so these people dont feel sad.
Identity Attack0.5108175
Insult0.48675314
Profanity0.20808282
Threat0.012854968
Severe Toxicity0.024960563
Moderate 0.5024724 Low Con 0.23 Identity Attack Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Wow tyler, u tryin to pull the somalian issue in canada now. Why dont u fak off.
Wow tyler, u tryin to pull the somalian issue in canada now. Why dont u fak off.
Identity Attack0.10221587
Insult0.48399165
Profanity0.41194582
Threat0.024753258
Severe Toxicity0.023645958
Moderate 0.5024724 Low Con 0.195 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
4:49 LMFAO "We dont feel any racism here" "I'm as racist as the next guy"
4:49 LMFAO "We dont feel any racism here" "I'm as racist as the next guy"
Identity Attack0.37507164
Insult0.26957804
Profanity0.2659008
Threat0.075531214
Severe Toxicity0.041283876
Moderate 0.5024724 Moderate Con 0.304 Humor_Satire
Jan 27, 2026 50 likes Inside Canada's Indian Invasion...
these bio weapons ruined india, now they will come to your nation and tell you how to ruin yours and if you dont accept u r racist btw , india was just voted the most …
these bio weapons ruined india, now they will come to your nation and tell you how to ruin yours and if you dont accept u r racist btw , india was just voted the most polluted nation on earth by far
Identity Attack0.4774257
Insult0.40698266
Profanity0.22592722
Threat0.16699752
Severe Toxicity0.16960317
Moderate 0.4977744 Low Con 0.265 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I think this is a huge hipocrecy of Mark Carney is arriving bunch of ugly people to Manitoba. With no education, refugees, intimidating people souds like Antifa people.who don't have papers, dont speak english or …
I think this is a huge hipocrecy of Mark Carney is arriving bunch of ugly people to Manitoba. With no education, refugees, intimidating people souds like Antifa people.who don't have papers, dont speak english or french, stelling store's, And is many drugs around ? dealers from the Government of Carney and Trudeau in Steinbach, that people living in la Broquerie, D3NIS FALK. Is the huge
Identity Attack0.23391083
Insult0.54471385
Profanity0.08549073
Threat0.009903334
Severe Toxicity0.021806452
Moderate 0.49139655 Constructive 0.502 Insult
Oct 30, 2025 IRCC Names India in Study …
@5:19 This guy know nothing about india. Rape is totally part of the primitive caste indian culture. In fact rape is a huge in India. In 2022 more than 31k case where record by the …
@5:19 This guy know nothing about india. Rape is totally part of the primitive caste indian culture. In fact rape is a huge in India. In 2022 more than 31k case where record by the National Crime Records Bureau. It 86 rape by day (one every 20 minutes). Theses numbers are only the tip of the iceberg. For the driving watch the New-Dehhi episode of Dont drive here. The get the drive exam is to turn around a ciment slab in a parking lot. Those people are really low IQ.
Identity Attack0.48915586
Insult0.48627716
Profanity0.25093055
Threat0.13785169
Severe Toxicity0.09385906
Moderate 0.4850187 Moderate Con 0.439 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
White inavders never ashamed of looting india😂people who dont even knew their gender criticizing india 😂
White inavders never ashamed of looting india😂people who dont even knew their gender criticizing india 😂
Identity Attack0.5135796
Insult0.44802538
Profanity0.2813443
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.4850187 Low Con 0.195 Identity Attack Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Everyone in these comments are racist af to indians. Indians dont kill or rob people. Y'all march and protest for the people who do those things but when it comes to indians, thats where anti-racism …
Everyone in these comments are racist af to indians. Indians dont kill or rob people. Y'all march and protest for the people who do those things but when it comes to indians, thats where anti-racism stops. Talk about hypocrisy
Identity Attack0.46028158
Insult0.45758462
Profanity0.15195307
Threat0.05753354
Severe Toxicity0.023076924
Moderate 0.4838166 Moderate Con 0.411 Moral_Argument
Feb 24, 2026 Inside Canada's Indian Invasion...
Poop in a well and then tell us why it tastes off why dont you.
Poop in a well and then tell us why it tastes off why dont you.
Identity Attack0.011839314
Insult0.25404143
Profanity0.4033339
Threat0.020091362
Severe Toxicity0.023505108
Moderate 0.4826145 Low Con 0.162
Oct 1, 2025 IRCC Names India in Study …
The Liberal GOOBERMENT is STEALING from the Canadian taxpayers to pay the wages of many illegal immigrants who came here through the BS student VISA. We can't go to their countries of origin and expect …
The Liberal GOOBERMENT is STEALING from the Canadian taxpayers to pay the wages of many illegal immigrants who came here through the BS student VISA. We can't go to their countries of origin and expect to get a free ride from their Government. So WE The People are FED up with the FEDERAL SCUM GOOBERMENT acting like we dont matter... Canada has NEVER had a CIVIL WAR on our soul, but it could happen soon, when the people who have had 3 and 4 generations build this country get everything STOLEN from them by SCUM LIKE TRUDEAU AND CARNEY..
Identity Attack0.36702603
Insult0.5130944
Profanity0.2347036
Threat0.0138755
Severe Toxicity0.02383376
Moderate 0.48141238 Moderate Con 0.407 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
get rid the imigrients wake up n4 its too late we dont imigrients n our country telling us what to do theres going be full scale war if u dont get rid them people are …
get rid the imigrients wake up n4 its too late we dont imigrients n our country telling us what to do theres going be full scale war if u dont get rid them people are tired this bs
Identity Attack0.48949075
Insult0.34548226
Profanity0.2253223
Threat0.4975795
Severe Toxicity0.16760159
Moderate 0.47900817 Low Con 0.268 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
At least they dont stab you in broad daylight like muslims do in the europe .... not to mention thousands of kids being graped ...
At least they dont stab you in broad daylight like muslims do in the europe .... not to mention thousands of kids being graped ...
Identity Attack0.5135796
Insult0.27969417
Profanity0.19155724
Threat0.5058262
Severe Toxicity0.09385906
Moderate 0.47886392 Low Con 0.296 Identity Attack Threat
Oct 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such …
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such people are sent back. They are a disgrace to image of Bharat as well.
Identity Attack0.5135796
Insult0.4718924
Profanity0.1308005
Threat0.029069828
Severe Toxicity0.023880709
Moderate 0.47886392 Constructive 0.542 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Dont like this, too much race ragebait and low iq people …
Dont like this, too much race ragebait and low iq people …
Identity Attack0.41222036
Insult0.5072643
Profanity0.1352073
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.201 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
It is true. When you walk into a store. They dont treat you like US Canadians do. Some of them do. But shit will change very soon if the Canadian government dont do something
It is true. When you walk into a store. They dont treat you like US Canadians do. Some of them do. But shit will change very soon if the Canadian government dont do something
Identity Attack0.2781757
Insult0.3388922
Profanity0.5249258
Threat0.009281937
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.463 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
To many Indians and Muslims like we get you destroyed your own country but dont destroy ours
To many Indians and Muslims like we get you destroyed your own country but dont destroy ours
Identity Attack0.5498214
Insult0.26957804
Profanity0.17148167
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.47886392 Moderate Con 0.417 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Immigrants will Brampton lively rather than the depressing cities of cold canada. Canada is so depressing. Whites dont smile
Immigrants will Brampton lively rather than the depressing cities of cold canada. Canada is so depressing. Whites dont smile
Identity Attack0.55044734
Insult0.36798462
Profanity0.10549548
Threat0.010783645
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.308 Identity Attack Identity_Assertion
Dec 18, 2025 Inside Canada's Indian Metropolis (Brampton)
TIME TO GET " OVE IT!", LOL, U " VOTE THES FKERS IN, THEN U WHINE AND ..LMAO .RY! ,YOUR " BROKE?"😂😂😂😂😂😂😂. YET, EVERY DAY CASTROL JUNIOR KEPT BRINGINGVTTM IN STEALING YOUR " JOBS!", AND …
TIME TO GET " OVE IT!", LOL, U " VOTE THES FKERS IN, THEN U WHINE AND ..LMAO .RY! ,YOUR " BROKE?"😂😂😂😂😂😂😂. YET, EVERY DAY CASTROL JUNIOR KEPT BRINGINGVTTM IN STEALING YOUR " JOBS!", AND RUNNING ALLBTYE BUSINESSES!!😂😂😂😂😂😂. ..U DONT EVEN " UNDERSTAND HOW THE " FINANCIAL SYSTEM WORKS( IE. HOW MONEY IS PRINTED AND WHY) , DUH INFLATION..DID U NOT UM REALIZE COVID WAS JUST A LIE AND A " CATALYST " TO PRINT MORE " FIAT CURRENCY!?????"😂😂😂😂
Identity Attack0.099899694
Insult0.4339631
Profanity0.37993968
Threat0.038911607
Severe Toxicity0.16960317
Moderate 0.47886392 Low Con 0.177
Aug 27, 2025 Why Canadians Are Turning Against …

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.