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: Tox: 0.5 – 1 4,704 comments · Page 160 of 189
2:17 im not racist im truly not........but something has shifted in canada.......and its because its all the brown peoples fault. oh ffs
2:17 im not racist im truly not........but something has shifted in canada.......and its because its all the brown peoples fault. oh ffs
Identity Attack0.55044734
Insult0.36798462
Profanity0.25001678
Threat0.023371955
Severe Toxicity0.042180564
Moderate 0.52811706 Moderate Con 0.321 Identity Attack Identity_Assertion
Dec 7, 2025 Why Canadians Are Turning Against …
I don’t know what you’re talking about. Indian food is absolutely disgusting.
I don’t know what you’re talking about. Indian food is absolutely disgusting.
Identity Attack0.5504064
Insult0.47384647
Profanity0.25093055
Threat0.007598988
Severe Toxicity0.023076924
Moderate 0.52811706 Moderate Con 0.335 Identity Attack Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
INDIAN THE WORST DRIVER
INDIAN THE WORST DRIVER
Identity Attack0.55044734
Insult0.46625584
Profanity0.25001678
Threat0.013631714
Severe Toxicity0.1465323
Moderate 0.52811706 Low Con 0.153 Identity Attack Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
At least they don't crap in the streets
At least they don't crap in the streets
Identity Attack0.018671319
Insult0.46173862
Profanity0.5188411
Threat0.009696201
Severe Toxicity0.023076924
Moderate 0.52811706 Low Con 0.247
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
0:09 dirty indiaa
0:09 dirty indiaa
Identity Attack0.4907465
Insult0.47273466
Profanity0.32120174
Threat0.018882722
Severe Toxicity0.16960317
Moderate 0.52811706 Low Con 0.186 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Guy from Polan telling other immigrants they are freeloaders, lol, where do you get that information. Sick
Guy from Polan telling other immigrants they are freeloaders, lol, where do you get that information. Sick
Identity Attack0.34324843
Insult0.5678696
Profanity0.0935729
Threat0.008764107
Severe Toxicity0.01935331
Moderate 0.52811706 Low Con 0.276 Insult Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
this minister woman is a legit liar
this minister woman is a legit liar
Identity Attack0.2331515
Insult0.58196646
Profanity0.19155724
Threat0.008298059
Severe Toxicity0.018836858
Moderate 0.52811706 Low Con 0.175 Insult
Nov 21, 2025 25 likes Thousands of refugees allowed into …
These Indians need to go back to their country.🇨🇦
These Indians need to go back to their country.🇨🇦
Identity Attack0.5913144
Insult0.36193377
Profanity0.16403814
Threat0.06432246
Severe Toxicity0.12019568
Moderate 0.52811706 Low Con 0.178 Identity Attack Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
As a Canadian i just wanna say we love immigrants, ask any Canadian we love fillipinos more than other Canadians. East Indians are rude, dirty and hate our people. They deserve every bit of hate …
As a Canadian i just wanna say we love immigrants, ask any Canadian we love fillipinos more than other Canadians. East Indians are rude, dirty and hate our people. They deserve every bit of hate they get and i cant wait until Canadians finally send them all home. Not to mention they live like complete animals 5-10 of them in a 2 bedroom apartment (ive seen it with my own eyes delivering furniture). They then save up their money as a group buy up a business then only hire their own. They are a disgusting group of people t hat need to be banned from every country outside of their own.
Identity Attack0.5707127
Insult0.5332045
Profanity0.19401662
Threat0.045572113
Severe Toxicity0.15179962
Moderate 0.52811706 Constructive 0.523 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen resources and knowledge to the indigenous people of not only this stolen land but what Imperial powers, like the British crown took and continues to take from country like India. It is amazing how quick people are to blame individuals but forget that Europe, Canada and US stole more than half of the world's resources, peoples and knowledge. There is a reason why resources, knowledge and wealth are accumulated in the West. Want to stop people from coming in? GIVE OUR DAMN RESOURCES, LAND AND KNOWLEDGE BACK.
Identity Attack0.55044734
Insult0.5177041
Profanity0.39409557
Threat0.060119797
Severe Toxicity0.16960317
Moderate 0.52811706 Moderate Con 0.425 Identity Attack Insult Moral_Argument
Sep 30, 2025 IRCC Names India in Study …
Deport all Punjabi Indians and white peoples send them to Ukraine. Fight for ur citizenship.
Deport all Punjabi Indians and white peoples send them to Ukraine. Fight for ur citizenship.
Identity Attack0.6220118
Insult0.36798462
Profanity0.20016506
Threat0.34552678
Severe Toxicity0.16960317
Moderate 0.52811706 Low Con 0.286 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Utterly disgusting. Canadian government needs to deport all recent indian arrivals. Most are here via scams. We can't have immigration coming from just one place in massive numbers. You are supplanting Canada as a nation …
Utterly disgusting. Canadian government needs to deport all recent indian arrivals. Most are here via scams. We can't have immigration coming from just one place in massive numbers. You are supplanting Canada as a nation and making it a new "India".
Identity Attack0.5504064
Insult0.5130944
Profanity0.09389619
Threat0.020609349
Severe Toxicity0.023082556
Moderate 0.52811706 Moderate Con 0.458 Identity Attack Insult Unverified_Claim
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Anything/everything Ottawa has to do with is a crooked corrupt expensive joke for the country..🇨🇦🖕
Anything/everything Ottawa has to do with is a crooked corrupt expensive joke for the country..🇨🇦🖕
Identity Attack0.13163337
Insult0.5678696
Profanity0.16357292
Threat0.0074306927
Severe Toxicity0.023076924
Moderate 0.52811706 Low Con 0.119 Insult
Dec 31, 2025 Deportations From Canada at Their …
The Indians that came to Canada in the 80s / 90s were decent people that wanted to fit in. The ones that are coming now want to take over and literally s**t on Canada and …
The Indians that came to Canada in the 80s / 90s were decent people that wanted to fit in. The ones that are coming now want to take over and literally s**t on Canada and its culture.
Identity Attack0.46028158
Insult0.4596616
Profanity0.48510036
Threat0.02371728
Severe Toxicity0.07542343
Moderate 0.52811706 Moderate Con 0.399 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I laughed so hard when he said only few white trash that left! Made me laugh and sad at the same time. No one should feel like that specially from the place they call home …
I laughed so hard when he said only few white trash that left! Made me laugh and sad at the same time. No one should feel like that specially from the place they call home 😢
Identity Attack0.53446084
Insult0.5130944
Profanity0.2659699
Threat0.011638066
Severe Toxicity0.02458496
Moderate 0.52811706 Constructive 0.562 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
damn should have went all the way and see what happened lol. sketchy af
damn should have went all the way and see what happened lol. sketchy af
Identity Attack0.014752249
Insult0.20434737
Profanity0.6242122
Threat0.020782012
Severe Toxicity0.02458496
Moderate 0.52811706 Moderate Con 0.352 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks tyler for helping to raise awareness of this issue - indians immigrants have ruined canada!
Thanks tyler for helping to raise awareness of this issue - indians immigrants have ruined canada!
Identity Attack0.6320481
Insult0.43158367
Profanity0.089370176
Threat0.017328756
Severe Toxicity0.023974609
Moderate 0.52811706 Moderate Con 0.385 Identity Attack Identity_Assertion
Feb 25, 2026 Inside Canada's Indian Invasion...
These bloody Punjabis' behaviour is reflecting upon all Indians as a group. Even in new zealand it's always Punjabis who are the troublemakers, and it leads to people hating all Indians.
These bloody Punjabis' behaviour is reflecting upon all Indians as a group. Even in new zealand it's always Punjabis who are the troublemakers, and it leads to people hating all Indians.
Identity Attack0.56445944
Insult0.5130944
Profanity0.32658687
Threat0.11002964
Severe Toxicity0.16960317
Moderate 0.52811706 Constructive 0.507 Identity Attack Insult Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Damn if i knew you were in the gta i would came by and said hi
Damn if i knew you were in the gta i would came by and said hi
Identity Attack0.025203101
Insult0.24835461
Profanity0.6242122
Threat0.012233571
Severe Toxicity0.02420936
Moderate 0.52811706 Moderate Con 0.389 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
that bicycle dude is the most chill racist ever born on earth
that bicycle dude is the most chill racist ever born on earth
Identity Attack0.3817989
Insult0.489133
Profanity0.2395431
Threat0.015602129
Severe Toxicity0.028730227
Moderate 0.52811706 Low Con 0.247 Meta_Commentary
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Most of canadians don't wants to work they depend on free money from canadian Government....they too lazy...
Most of canadians don't wants to work they depend on free money from canadian Government....they too lazy...
Identity Attack0.41975367
Insult0.5723624
Profanity0.07514556
Threat0.008168601
Severe Toxicity0.017997624
Moderate 0.52811706 Low Con 0.186 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As an Indian, i should say that the Canadian politicians are brain dead or something. Over immigration will ruin any country. This is isn't any positive to Indian interest either. The Panjabi population in Canada …
As an Indian, i should say that the Canadian politicians are brain dead or something. Over immigration will ruin any country. This is isn't any positive to Indian interest either. The Panjabi population in Canada is an influential vote bank there and as a result Canada become a safe heaven for Sikh criminals and Khalistan terrorist groups.
Identity Attack0.5124616
Insult0.54525656
Profanity0.16217725
Threat0.038911607
Severe Toxicity0.02402156
Moderate 0.52811706 Moderate Con 0.498 Identity Attack Insult Policy_Critique
Feb 27, 2026 4 likes Inside Canada's Indian Invasion...
deport them all. no more immigrants and no more refugees!! no housing, no social services, no health care, no child tax benefits, no food bank access. They wont stay long. NONE! WE ARE DONE!! We …
deport them all. no more immigrants and no more refugees!! no housing, no social services, no health care, no child tax benefits, no food bank access. They wont stay long. NONE! WE ARE DONE!! We lived like the old saying "I can change them" and we learned that we can't! They want to change us, not assimilate. The liberals have destroyed our country for votes- it makes me sick.
Identity Attack0.4911651
Insult0.48313886
Profanity0.09001675
Threat0.1319513
Severe Toxicity0.023880709
Moderate 0.52811706 Moderate Con 0.449 Call_To_Action
Feb 23, 2026 1 likes LILLEY UNLEASHED: The fall of …
FRAUD = INDIA
FRAUD = INDIA
Identity Attack0.57150364
Insult0.4794537
Profanity0.22673377
Threat0.029587816
Severe Toxicity0.23225145
Moderate 0.52811706 Low Con 0.234 Identity Attack
Nov 5, 2025 IRCC Names India in Study …
11:00 Tyler: "I am freezing my a** out here!!!"
11:00 Tyler: "I am freezing my a** out here!!!"
Identity Attack0.012641981
Insult0.26957804
Profanity0.55356324
Threat0.01508414
Severe Toxicity0.024350211
Moderate 0.52811706 Moderate Con 0.384 Personal_Narrative
Jan 28, 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.