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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: "This is the same guy …" 1,684 comments · Page 39 of 68
7:45 So he's talking to a Muslim guy who supposedly gives him this rundown but doesn't want anyone to know he has a tattoo even though...he's walking around town with it visible? I've always heard …
7:45 So he's talking to a Muslim guy who supposedly gives him this rundown but doesn't want anyone to know he has a tattoo even though...he's walking around town with it visible? I've always heard people say when journalists/vloggers do this, it means they made it up.
Identity Attack0.23618884
Insult0.06023245
Profanity0.08452088
Threat0.0115345
Severe Toxicity0.009384155
Low Tox 0.24442963 Constructive 0.532 Meta_Commentary
Dec 11, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I hope you reported those guys
I hope you reported those guys
Identity Attack0.038683333
Insult0.043250903
Profanity0.06195303
Threat0.13346854
Severe Toxicity0.0074005127
Low Tox 0.24282593 Moderate Con 0.335 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
This one guy got a famous middle finger now
This one guy got a famous middle finger now
Identity Attack0.013646871
Insult0.0623257
Profanity0.12220735
Threat0.0347677
Severe Toxicity0.011291504
Low Tox 0.24282593 Low Con 0.222
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know that's a lie. So many don't want to learn english, assimilate to Canadian cultures and their entitlement is next level. They think they are above the law. If they love their culture so much and don't want to change...don't come to a better country like Canada just to make our country shit. The first guy speaking truth, even knows it's too much and out of control. And I can assure you all these so called doctors and engineers and so forth aren't the majority of immigrants coming in - being an amazon driver, working at Tim's or a gas station isn't a special skill set. And the smuggler guy - yeah those are exactly the type of people we want in our countries...they are shady, dangerous and break law as like it's a proper day job.
Identity Attack0.1808059
Insult0.1469393
Profanity0.02030538
Threat0.008013252
Severe Toxicity0.0063323975
Low Tox 0.2412222 Constructive 0.593 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Guy with the bike is based asf! 🤗
Guy with the bike is based asf! 🤗
Identity Attack0.01274247
Insult0.0810151
Profanity0.26621178
Threat0.009178371
Severe Toxicity0.013349563
Low Tox 0.2412222 Moderate Con 0.376 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
14:25 imagine the guy starting speaking Portuguese with him and he can barely speak thanks lol
14:25 imagine the guy starting speaking Portuguese with him and he can barely speak thanks lol
Identity Attack0.078392304
Insult0.0638991
Profanity0.0816113
Threat0.012906751
Severe Toxicity0.009231567
Low Tox 0.2412222 Low Con 0.278 Humor_Satire
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
vote the bike guy for president
vote the bike guy for president
Identity Attack0.01656105
Insult0.17858955
Profanity0.035900343
Threat0.008323951
Severe Toxicity0.0043678284
Low Tox 0.2396185 Low Con 0.239 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
When you white people came here from europe back in time did native peoples ask you the same question or you guys answered them honestly?
When you white people came here from europe back in time did native peoples ask you the same question or you guys answered them honestly?
Identity Attack0.27875587
Insult0.056719027
Profanity0.073529124
Threat0.008323951
Severe Toxicity0.007820129
Low Tox 0.2396185 Low Con 0.216 Moral_Argument
Feb 5, 2026 8 likes Inside Canada's Indian Invasion...
The guy you interviewed he doesn’t even have the civic sense of having cloths on interview
The guy you interviewed he doesn’t even have the civic sense of having cloths on interview
Identity Attack0.008361516
Insult0.16337912
Profanity0.030389199
Threat0.007029374
Severe Toxicity0.0036811829
Low Tox 0.2396185 Low Con 0.209 Meta_Commentary
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Homeless guy at the beginning saying they do not pay taxes is peak Trailer Park Boys. He knows how to spell ODSP for sure. Not saying mass immigration is a good thing but being lectured …
Homeless guy at the beginning saying they do not pay taxes is peak Trailer Park Boys. He knows how to spell ODSP for sure. Not saying mass immigration is a good thing but being lectured from white 4th generation welfare recipients is probably not where the message should come from.
Identity Attack0.2463217
Insult0.0810151
Profanity0.01846078
Threat0.007353018
Severe Toxicity0.00541687
Low Tox 0.23812068 Moderate Con 0.407 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, …
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, getting 10-11 out of 12, and still not enoughj points for application. But how the people like the ones on the video (guy on 4th minute) and the lady on the 5th minute) infiltrated into Canada? Pure abuse
Identity Attack0.04925346
Insult0.11464815
Profanity0.09260304
Threat0.010110466
Severe Toxicity0.0077819824
Low Tox 0.23812068 Constructive 0.516
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Guy on the bike is a chad
Guy on the bike is a chad
Identity Attack0.024198212
Insult0.16817254
Profanity0.13785136
Threat0.009359611
Severe Toxicity0.008125305
Low Tox 0.23812068 Low Con 0.239 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good …
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good when someone is open and honest about their biases towards a certain group of people. You just learn to avoid them and keep it moving. Instead of people pretending not to be racist. He reminds me of the guy who shaved Aladeens beard in the movie “The Dictator”
Identity Attack0.17459276
Insult0.086852804
Profanity0.06596114
Threat0.008841781
Severe Toxicity0.007171631
Low Tox 0.23812068 Constructive 0.56 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
that guy on the bike is going to prison I think
that guy on the bike is going to prison I think
Identity Attack0.009545447
Insult0.05262003
Profanity0.041160982
Threat0.13815513
Severe Toxicity0.0066375732
Low Tox 0.23739935 Low Con 0.252 Question
Feb 13, 2026 Inside Canada's Indian Invasion...
Bike guy is based af!! Lol. He needs a youtube channel!!
Bike guy is based af!! Lol. He needs a youtube channel!!
Identity Attack0.014149316
Insult0.08212569
Profanity0.094542764
Threat0.011042561
Severe Toxicity0.008888245
Low Tox 0.2359567 Moderate Con 0.351 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your …
Immigration technically is an asset for a country like Canada, however the open door policy turned that asset into a liability. When you have a migrant community congregate into ghetto like fashion, you know your policy has failed somewhere. Psychologically speaking human would naturally gravitate towards people they have similarities(language, color, likes & dislikes, etc) with and congregate as a "tribe" for warmth & security. Just put one white person alone in the middle of an Indian market at rush hour, i promise you they'd run to the first white person they spot for "security", now tell that one guy that he has to live in India for the foreseeable future and that he has a choice of living in any area of that city and he learns that there a part of town where most of the white people live, where do you think he'll go?
Identity Attack0.2764353
Insult0.07840354
Profanity0.027547138
Threat0.008789998
Severe Toxicity0.0059890747
Low Tox 0.2359567 Constructive 0.665 Policy_Critique
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian living in India with no plans to leave my motherland , let me tell you these guys from Punjab claiming they were suppressed in India are running an immigration scam . Claiming …
As an Indian living in India with no plans to leave my motherland , let me tell you these guys from Punjab claiming they were suppressed in India are running an immigration scam . Claiming asylum on the grounds of political persecution as soon as their boat lands on Canadian shores .
Identity Attack0.22783615
Insult0.08831572
Profanity0.01893901
Threat0.00951496
Severe Toxicity0.0050735474
Low Tox 0.23523538 Constructive 0.534 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Change is bound to happen. The indigenous people were happy and making life for themselves until you guys came. This is just part of the cycle with the East Indians coming in. The new world …
Change is bound to happen. The indigenous people were happy and making life for themselves until you guys came. This is just part of the cycle with the East Indians coming in. The new world was not originally white.
Identity Attack0.28034934
Insult0.061101943
Profanity0.043916557
Threat0.010058682
Severe Toxicity0.008087158
Low Tox 0.23523538 Moderate Con 0.485
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Guy on the bike is spitting facts
Guy on the bike is spitting facts
Identity Attack0.009249465
Insult0.13245803
Profanity0.09066332
Threat0.010084574
Severe Toxicity0.005683899
Low Tox 0.23523538 Moderate Con 0.322 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
What is this guy saying about African 😂 really 🤔
What is this guy saying about African 😂 really 🤔
Identity Attack0.23694818
Insult0.0623257
Profanity0.073529124
Threat0.008945347
Severe Toxicity0.009346008
Low Tox 0.23523538 Low Con 0.229 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy on the bike is wild
The guy on the bike is wild
Identity Attack0.023796257
Insult0.11172232
Profanity0.09518933
Threat0.0130621
Severe Toxicity0.0075531006
Low Tox 0.23523538 Moderate Con 0.33 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Guys just wanna clarify all Indians not punjabis and all brown people are from Indian they can be from srilanka ,Pakistan,Bangladesh
Guys just wanna clarify all Indians not punjabis and all brown people are from Indian they can be from srilanka ,Pakistan,Bangladesh
Identity Attack0.28883415
Insult0.11616662
Profanity0.10301965
Threat0.021127338
Severe Toxicity0.01896597
Low Tox 0.23523538 Moderate Con 0.382 Question
Mar 1, 2026 Inside Canada's Indian Invasion...
Thank you for giving me a name we can used to grab the guy that is smuggling people in the Unites States.
Thank you for giving me a name we can used to grab the guy that is smuggling people in the Unites States.
Identity Attack0.0233943
Insult0.100019015
Profanity0.028776871
Threat0.04201601
Severe Toxicity0.004825592
Low Tox 0.23523538 Moderate Con 0.461 Call_To_Action
Feb 6, 2026 Inside Canada's Indian Invasion...
Guy in bike talk about intelligence 😂😂
Guy in bike talk about intelligence 😂😂
Identity Attack0.013445892
Insult0.0808917
Profanity0.058445938
Threat0.010214032
Severe Toxicity0.0073242188
Low Tox 0.23415339 Low Con 0.204 Humor_Satire
Feb 10, 2026 Inside Canada's Indian Invasion...
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? Why aren't you talking about the bioweapon injections?? Did you make money on pcr's? PPs wifey too? Both sides have been compromised for decades. CSIS Report. China, India. Canadians never wanted immigration from any of these 3rd world countries. This is treason.
Identity Attack0.089973204
Insult0.1342682
Profanity0.017777596
Threat0.012751401
Severe Toxicity0.0051116943
Low Tox 0.2330714 Moderate Con 0.346 Call_To_Action
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …

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.