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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: "Why do they laugh at …" 104 comments · Page 4 of 5
5:37 Tyler fighting for his life to contain his laugh
5:37 Tyler fighting for his life to contain his laugh
Identity Attack0.013244915
Insult0.028832749
Profanity0.051181246
Threat0.05042134
Severe Toxicity0.0076675415
Low Tox 0.16043124 Low Con 0.276 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I was born and raised in Brampton (but of South Asian descent via the Caribbean) and it pains me to see how the city has changed over the past 20 years. I was raised to …
I was born and raised in Brampton (but of South Asian descent via the Caribbean) and it pains me to see how the city has changed over the past 20 years. I was raised to be a proud Canadian and to be grateful for the opportunities that this country has afforded my family and I. I am a Canadian first, and Guyanese/Indian second. The issue I have with the city is that you have enclaves of ethnically homogenous people who refuse to assimilate - I once went into a Tim Hortons at Peter Robertson and Dixie, and was laughed at by the cashiers because I could not speak Hindi/Punjabi (despite being brown). There is nothing wrong with immigration - it makes the country stronger. HOWEVER, that only happens if the immigrants work to collectively advance the interests of the country and accept the rules/societal norms of the country they now call home. Instead, they find ways to circumvent/exploit the system - they are less interested on making society better, and more interested in individual advancement. I live in Professors Lake, which historically was one of the more affluent areas of the city. Now, there are several houses on my street that have essentially become boarding houses, divided into units of four with 10+ people living inside. I fully understand why white Canadians are feeling displaced, and it pains me that anti-immigrant sentiment has soured the way people look at me (despite being born in Canada).
Identity Attack0.13377325
Insult0.06285016
Profanity0.017436003
Threat0.007365964
Severe Toxicity0.004272461
Low Tox 0.15600902 Constructive 0.842 Personal_Narrative
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I laughed when you called America the greatest country on earth
I laughed when you called America the greatest country on earth
Identity Attack0.052035484
Insult0.035443626
Profanity0.03339528
Threat0.0070164283
Severe Toxicity0.0031852722
Low Tox 0.15048122 Moderate Con 0.382 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Government is taking away immigration lawyers bread and butter. How dare they? Only 18,000? What is this? Had Trudeau agreed to be the governor of our 51st state (I'm dying laughing), ICE will already be …
Government is taking away immigration lawyers bread and butter. How dare they? Only 18,000? What is this? Had Trudeau agreed to be the governor of our 51st state (I'm dying laughing), ICE will already be swarming Canada.
Identity Attack0.03636306
Insult0.053205602
Profanity0.022628209
Threat0.011146127
Severe Toxicity0.00333786
Low Tox 0.147767 Moderate Con 0.453
Dec 28, 2025 Deportations From Canada at Their …
Buddy got trafficked through my town Its boustan Lachine i laughed so hard while watching with my girlfriend
Buddy got trafficked through my town Its boustan Lachine i laughed so hard while watching with my girlfriend
Identity Attack0.01565665
Insult0.024511116
Profanity0.07191269
Threat0.019746035
Severe Toxicity0.007133484
Low Tox 0.11378009 Moderate Con 0.438 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
There are some cultural differnces that can be difficult to adjust to. I used to pick up delivery orders from a sikh Indian restaurant, and I would always say "thank you" when they hand me …
There are some cultural differnces that can be difficult to adjust to. I used to pick up delivery orders from a sikh Indian restaurant, and I would always say "thank you" when they hand me the order, and they started making fun of me amongst themslves and laughing at me for saying "thank you" to them lol. 😂
Identity Attack0.09824528
Insult0.027841117
Profanity0.059948977
Threat0.00814271
Severe Toxicity0.0037193298
Low Tox 0.11171334 Constructive 0.732 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
In my 42 years of working a service job I encountered thousands of immigrants.....I always found the East Indian people to be the easiest to get along with......there are good and bad apples in every …
In my 42 years of working a service job I encountered thousands of immigrants.....I always found the East Indian people to be the easiest to get along with......there are good and bad apples in every culture but in general I found them always willing to help , talk and laugh with me.......many of them joked how they could out cheap anyone......and you've got to give them credit for finding the loop holes to get ahead
Identity Attack0.083355546
Insult0.035443626
Profanity0.024404489
Threat0.0073918556
Severe Toxicity0.0030899048
Low Tox 0.11161 Constructive 0.791 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
“You can’t make this up” bro you can literally tell them to laugh before u record when u ask the question, or only include the laughs…. YouTubers are hilarious
“You can’t make this up” bro you can literally tell them to laugh before u record when u ask the question, or only include the laughs…. YouTubers are hilarious
Identity Attack0.009767435
Insult0.028061481
Profanity0.038906425
Threat0.010990778
Severe Toxicity0.0049591064
Low Tox 0.11150667 Low Con 0.169 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Every other country laughs at us
Every other country laughs at us
Identity Attack0.028016793
Insult0.031036375
Profanity0.031140719
Threat0.0077154995
Severe Toxicity0.002708435
Low Tox 0.10783285 Low Con 0.253
Nov 21, 2025 89 likes Thousands of refugees allowed into …
big irony at timestamp 9.00, i laughed so loud had we rolling
big irony at timestamp 9.00, i laughed so loud had we rolling
Identity Attack0.008435511
Insult0.026058068
Profanity0.027000591
Threat0.010110466
Severe Toxicity0.0030899048
Low Tox 0.10522962 Moderate Con 0.331 Meta_Commentary
Jan 11, 2026 Inside Canada's Indian Metropolis (Brampton)
All of us hard working Canadians should stop paying taxes right away its not fair that we all work and they stay home laughing at Canadians pe make a stand dont pay your 2018 taxes …
All of us hard working Canadians should stop paying taxes right away its not fair that we all work and they stay home laughing at Canadians pe make a stand dont pay your 2018 taxes pass the word
Identity Attack0.042292643
Insult0.03522326
Profanity0.013234417
Threat0.006861079
Severe Toxicity0.002193451
Low Tox 0.104361884 Moderate Con 0.473
Nov 18, 2018 How much do refugees and …
That guy with Evel Knievel helmet on his bike had me crying laughing.
That guy with Evel Knievel helmet on his bike had me crying laughing.
Identity Attack0.0061046463
Insult0.028722567
Profanity0.020920247
Threat0.009747985
Severe Toxicity0.002746582
Low Tox 0.091913216 Moderate Con 0.333 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I started laughing since the video begins 0:10
I started laughing since the video begins 0:10
Identity Attack0.008398513
Insult0.017485369
Profanity0.033144772
Threat0.010835429
Severe Toxicity0.004119873
Low Tox 0.07608539 Moderate Con 0.346 Humor_Satire
Jan 27, 2026 252 likes Inside Canada's Indian Invasion...
ICE Agents - we laughed and outraged at US now, but .... Canada may be next
ICE Agents - we laughed and outraged at US now, but .... Canada may be next
Identity Attack0.016963007
Insult0.030816011
Profanity0.012926984
Threat0.0074048014
Severe Toxicity0.0017929077
Low Tox 0.07608539 Moderate Con 0.432 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next …
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next to my neighborhood. It was a beautiful addition to the town as it allowed wildlife a place to find shelter, while giving us a little nature loop within walking distance. On multiple occasions I have caught people dumping literal truckloads of their households' trash into this small forest on a backroad I frequent. When confronted they laugh it off, and generally don't appear to see that what they're doing is wrong. The pond itself is also filled with crap, despite the posted signs informing of the harm this causes the ecosystem. From my (and most people who live here) experience it is overwhelmingly a single demographic that is responsible for the uncleanness in our shared spaces. Any BC resident can tell you about the access to beautiful nature we are privileged to, and I hate more than anything to see it being desecrated in the way I have. Most people will not speak up about this.
Identity Attack0.0056236745
Insult0.034562174
Profanity0.02023706
Threat0.0067251488
Severe Toxicity0.0017261505
Low Tox 0.07450261 Constructive 0.806 Personal_Narrative
Jan 27, 2026 460 likes Inside Canada's Indian Invasion...
Tyler was trying so hard not to laugh
Tyler was trying so hard not to laugh
Identity Attack0.0046247323
Insult0.02283525
Profanity0.022628209
Threat0.008077981
Severe Toxicity0.0020503998
Low Tox 0.069754265 Moderate Con 0.341
Jan 27, 2026 Inside Canada's Indian Invasion...
Great news,,but it should be 1,800,000 not 18,000... Makes me laugh that ctv worry about tax money spending being 78 millions on deportation while we spend annually over a billion on refugees hotels...😂😂😂 Great journalism …
Great news,,but it should be 1,800,000 not 18,000... Makes me laugh that ctv worry about tax money spending being 78 millions on deportation while we spend annually over a billion on refugees hotels...😂😂😂 Great journalism finance by the Liberal party of Canada.!😊
Identity Attack0.024801146
Insult0.02283525
Profanity0.011663092
Threat0.006530962
Severe Toxicity0.0016021729
Low Tox 0.0665887 Constructive 0.588 Policy_Critique
Dec 31, 2025 1 likes Deportations From Canada at Their …
Where are they ? Well they are probably collecting welfare from Social Services the amount deposited in some bank accounts and they went back home transfering the funds to family and friends who are laughing …
Where are they ? Well they are probably collecting welfare from Social Services the amount deposited in some bank accounts and they went back home transfering the funds to family and friends who are laughing all the way to the bank
Identity Attack0.0058456613
Insult0.029714199
Profanity0.013917602
Threat0.005964585
Severe Toxicity0.0010728836
Low Tox 0.063027434 Low Con 0.265
Sep 30, 2025 IRCC Names India in Study …
The first thumbnail made me laugh hard 😂
The first thumbnail made me laugh hard 😂
Identity Attack0.008139528
Insult0.0154929245
Profanity0.040409464
Threat0.0130621
Severe Toxicity0.0048828125
Low Tox 0.059232414 Moderate Con 0.382 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
i needed this laugh lmaoooo thank you tyler
i needed this laugh lmaoooo thank you tyler
Identity Attack0.0058456613
Insult0.018065477
Profanity0.05543986
Threat0.009023022
Severe Toxicity0.004234314
Low Tox 0.05750068 Moderate Con 0.415 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
remember its all on purpose, and they're laughing
remember its all on purpose, and they're laughing
Identity Attack0.004402745
Insult0.018774498
Profanity0.02023706
Threat0.008712323
Severe Toxicity0.001707077
Low Tox 0.054037213 Low Con 0.137 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
0:18 got me laughing 😆
0:18 got me laughing 😆
Identity Attack0.00725158
Insult0.014276917
Profanity0.031140719
Threat0.010472948
Severe Toxicity0.0038528442
Low Tox 0.05304765 Moderate Con 0.391 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Laugh it up Cuntario!
Laugh it up Cuntario!
Identity Attack0.0020163832
Insult0.023866551
Profanity0.02474608
Threat0.006925808
Severe Toxicity0.001707077
Low Tox 0.048594624 Low Con 0.238 Identity_Assertion
Feb 26, 2026 1 likes LILLEY UNLEASHED: The fall of …
The man on the bike made me laugh 😃
The man on the bike made me laugh 😃
Identity Attack0.004162259
Insult0.015568925
Profanity0.017026093
Threat0.009592636
Severe Toxicity0.002298355
Low Tox 0.039935954 Moderate Con 0.432 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying …
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying for this.....
Identity Attack0.0012579272
Insult0.020256994
Profanity0.012073003
Threat0.006420923
Severe Toxicity0.0011110306
Low Tox 0.036870047 Constructive 0.58 Economic_Argument
Jan 27, 2026 3 likes 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.