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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

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

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30,738 comments · Page 239 of 1230
You can smell the video. I have the misfortune of working with one of them and she seems to think that showering/bathing is optional. The B.O. is insane, disgusting and unfair for me to have …
You can smell the video. I have the misfortune of working with one of them and she seems to think that showering/bathing is optional. The B.O. is insane, disgusting and unfair for me to have to smell that day in and day out.
Identity Attack0.027011903
Insult0.47357693
Profanity0.18417911
Threat0.008181547
Severe Toxicity0.01644827
Moderate 0.44933176 Constructive 0.576
Sep 24, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
what!!!! India involved in a fraud or scam! Like its basically all they brought into this country besides stealing millions of Canadians jobs using the same seedy methods!
what!!!! India involved in a fraud or scam! Like its basically all they brought into this country besides stealing millions of Canadians jobs using the same seedy methods!
Identity Attack0.46028158
Insult0.41767508
Profanity0.075792134
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.44933176 Low Con 0.22
Sep 29, 2025 IRCC Names India in Study …
Indians and Muslims need gain an ounce of courage and consideration, and go back to their home. Canada is for Canadians.
Indians and Muslims need gain an ounce of courage and consideration, and go back to their home. Canada is for Canadians.
Identity Attack0.5135796
Insult0.33154017
Profanity0.038154904
Threat0.012751401
Severe Toxicity0.023076924
Moderate 0.44933176 Moderate Con 0.301 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
Identity Attack0.44690517
Insult0.40243408
Profanity0.26638454
Threat0.020954676
Severe Toxicity0.023076924
Moderate 0.44933176 Low Con 0.184 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Identity Attack0.44690517
Insult0.35016364
Profanity0.18049006
Threat0.1733226
Severe Toxicity0.041283876
Moderate 0.44933176 Low Con 0.228 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
Kick them out
Kick them out
Identity Attack0.07425626
Insult0.09416737
Profanity0.1719469
Threat0.54744303
Severe Toxicity0.024631912
Moderate 0.44933176 Low Con 0.277 Threat Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
As a white Canadian, I feel bad for the Indians who have been here for years. The new immigrants have completely ruined their reputations
As a white Canadian, I feel bad for the Indians who have been here for years. The new immigrants have completely ruined their reputations
Identity Attack0.55044734
Insult0.2817503
Profanity0.10363861
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.542 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
the how many white people in the tim hortons bit had me dying
the how many white people in the tim hortons bit had me dying
Identity Attack0.4907465
Insult0.23704576
Profanity0.2188925
Threat0.3423812
Severe Toxicity0.02430326
Moderate 0.44933176 Low Con 0.256 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
About time you had a food school program that was permanent the hells wrong with you - willy 0
About time you had a food school program that was permanent the hells wrong with you - willy 0
Identity Attack0.019575719
Insult0.37166002
Profanity0.36452284
Threat0.010938995
Severe Toxicity0.023076924
Moderate 0.44933176 Low Con 0.204 Call_To_Action
Jan 11, 2026 2 likes Canada’s new rules in 2026
Finally, these NSF fees are ridiculous
Finally, these NSF fees are ridiculous
Identity Attack0.0233943
Insult0.47630358
Profanity0.22643133
Threat0.007573096
Severe Toxicity0.010757446
Moderate 0.44933176 Low Con 0.239
Jan 14, 2026 1 likes Canada’s new rules in 2026
Absolutely disgusting
Absolutely disgusting
Identity Attack0.019274252
Insult0.43158367
Profanity0.2188925
Threat0.008815889
Severe Toxicity0.01573815
Moderate 0.44933176 Moderate Con 0.365 Fear_Threat
Nov 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I hate the country i live in
I hate the country i live in
Identity Attack0.40713623
Insult0.17237684
Profanity0.25275812
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.44933176 Moderate Con 0.382 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The crime rate even in our city of saskatoon has sky rocketed phenomenally. My grandchildren are not safe anymore. And sex trafficking has also increased phenomenally as well. Just sickens my heart. My daughter in …
The crime rate even in our city of saskatoon has sky rocketed phenomenally. My grandchildren are not safe anymore. And sex trafficking has also increased phenomenally as well. Just sickens my heart. My daughter in law hasn't been able to get a job for 3 years now and has put out 300 resumes. I had to wait 2 years for an mri and people are dying in the emergency rooms in our hospitals. I agree with everything they are saying in this video . Our government sucks for letting this happen. Trudeau started all this corruption
Identity Attack0.06704199
Insult0.4196762
Profanity0.29279903
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.726
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
Thats wats happens wen you inviting population of 2billions cheap labour no dygnity scammers fake students frauduleux big mess everywher INVASION
Thats wats happens wen you inviting population of 2billions cheap labour no dygnity scammers fake students frauduleux big mess everywher INVASION
Identity Attack0.31307843
Insult0.48228607
Profanity0.12158839
Threat0.014220826
Severe Toxicity0.03680043
Moderate 0.44933176 Low Con 0.242
Oct 18, 2025 Why Canadians Are Turning Against …
Canada went from bringing in skilled, educated people, to bringing in swindlers, thieves and freeloaders. Canada is lost.
Canada went from bringing in skilled, educated people, to bringing in swindlers, thieves and freeloaders. Canada is lost.
Identity Attack0.35299334
Insult0.48627716
Profanity0.038655918
Threat0.010162249
Severe Toxicity0.017481172
Moderate 0.44933176 Moderate Con 0.305
Jun 19, 2025 2 likes How Canada broke its immigration …
This is such an immature and amatuer video which puts content that aren’t even connected to the topic or each other.
This is such an immature and amatuer video which puts content that aren’t even connected to the topic or each other.
Identity Attack0.029917859
Insult0.35016364
Profanity0.19401662
Threat0.010214032
Severe Toxicity0.023076924
Moderate 0.44933176 Low Con 0.151
Aug 28, 2025 Why Canadians Are Turning Against …
Sikh made Canada sick
Sikh made Canada sick
Identity Attack0.47178617
Insult0.43450394
Profanity0.22693542
Threat0.043309137
Severe Toxicity0.05742428
Moderate 0.44933176 Moderate Con 0.33 Unverified_Claim
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on …
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on Indians who are paying humongous sums to live in countries like Canada!! Big big difference!!! And yes it’s racism cuz you’re scared of the fact that someone more compatible is replacing you in wrk cuz of better skills, work ethics, and discipline!!
Identity Attack0.5135796
Insult0.3406697
Profanity0.0913099
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.624 Identity Attack Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Racist
Racist
Identity Attack0.35624164
Insult0.40243408
Profanity0.21456863
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.44933176 Moderate Con 0.441
Feb 25, 2026 Inside Canada's Indian Invasion...
Cry me a river. The people who thinks they own this country are lazy and entitled. Get a job pay some taxes with your entitled . self
Cry me a river. The people who thinks they own this country are lazy and entitled. Get a job pay some taxes with your entitled . self
Identity Attack0.030433474
Insult0.5130944
Profanity0.07255927
Threat0.011327368
Severe Toxicity0.010528564
Moderate 0.44933176 Low Con 0.241 Insult
Sep 6, 2025 Why Canadians Are Turning Against …
Liberals want to destry christian canada, thru pagan invaders
Liberals want to destry christian canada, thru pagan invaders
Identity Attack0.50125694
Insult0.3388922
Profanity0.13256322
Threat0.1401159
Severe Toxicity0.023076924
Moderate 0.4475325 Low Con 0.135 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
But what can they do they arrest the bad guy he is just back on the street committing crimes again. Or a judge rules by feeling and the criminal gets a slap on the wrist.
But what can they do they arrest the bad guy he is just back on the street committing crimes again. Or a judge rules by feeling and the criminal gets a slap on the wrist.
Identity Attack0.018068384
Insult0.19734058
Profanity0.08225787
Threat0.54744303
Severe Toxicity0.023458159
Moderate 0.4475325 Moderate Con 0.344 Threat Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
This explains so much! I work at an airport and air Canada always has a crazy amount of Indians flying in and out.
This explains so much! I work at an airport and air Canada always has a crazy amount of Indians flying in and out.
Identity Attack0.49584505
Insult0.43158367
Profanity0.10301965
Threat0.0086087575
Severe Toxicity0.020127986
Moderate 0.4475325 Constructive 0.557
Jan 27, 2026 Inside Canada's Indian Invasion...
Vous les avez perdu grouiller votre criss de cul pour les retrouver et les expulser avant que le peuple le fasse par lui même d'une manière que vous n'aimerez pas un moment donné faut agir
Vous les avez perdu grouiller votre criss de cul pour les retrouver et les expulser avant que le peuple le fasse par lui même d'une manière que vous n'aimerez pas un moment donné faut agir
Identity Attack0.036105253
Insult0.48675314
Profanity0.58072567
Threat0.04718852
Severe Toxicity0.16960317
Moderate 0.4475325 Low Con 0.195 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Nobody’s talking about the Arab invasion in Montréal. 60%+ of them have no respect, don’t work and cause crime. Yet they make up most of the population in the greater area
Nobody’s talking about the Arab invasion in Montréal. 60%+ of them have no respect, don’t work and cause crime. Yet they make up most of the population in the greater area
Identity Attack0.5504064
Insult0.38406035
Profanity0.0684662
Threat0.013269233
Severe Toxicity0.023411209
Moderate 0.4475325 Moderate Con 0.368 Identity Attack
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.