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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: Tox: 0.5 – 1 4,704 comments · Page 145 of 189
Liars and scammers
Liars and scammers
Identity Attack0.029402243
Insult0.6149945
Profanity0.2453505
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.56269526 Low Con 0.247 Insult
Sep 20, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
i wish the government would stop confiscating my money to pay for all this crap - even like CBC
i wish the government would stop confiscating my money to pay for all this crap - even like CBC
Identity Attack0.015757138
Insult0.5130944
Profanity0.44431314
Threat0.009644418
Severe Toxicity0.023076924
Moderate 0.56269526 Low Con 0.296 Insult
Dec 11, 2017 55 likes How much do refugees and …
bunch of racists
bunch of racists
Identity Attack0.39207554
Insult0.5130944
Profanity0.26645362
Threat0.011715741
Severe Toxicity0.031420294
Moderate 0.56269526 Low Con 0.262 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
When the gov is filled with the same scammers, of course it's going to continue happening. Never vote for these scammers in office. They will bring their corrupt indian culture to your country.
When the gov is filled with the same scammers, of course it's going to continue happening. Never vote for these scammers in office. They will bring their corrupt indian culture to your country.
Identity Attack0.5516043
Insult0.54471385
Profanity0.19893537
Threat0.029933142
Severe Toxicity0.02514347
Moderate 0.56269526 Low Con 0.284 Identity Attack Insult Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
snitching is crazy bro gone get himself hurt
snitching is crazy bro gone get himself hurt
Identity Attack0.048737846
Insult0.36798462
Profanity0.28364125
Threat0.53875744
Severe Toxicity0.16960317
Moderate 0.56269526 Low Con 0.252 Threat Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Indian ....?? I am damn sure they identify themselves as khalistani
Indian ....?? I am damn sure they identify themselves as khalistani
Identity Attack0.5135796
Insult0.40243408
Profanity0.4989438
Threat0.015602129
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.347 Identity Attack Unverified_Claim
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
WTF IMMIGRATION NO ENGLISH NO CANADA 🍁 NO "JESTERS "😂😂 COME ON PEOPLE. THIS IS CANADA 🍁 ("NICE")("RESPECT "). THESE PEOPLE THAT ARE HERE ARE NOT BAD,BAD PEOPLE. (THIS IS CANADA 🍁). ENGLISH, ENGLISH, ENGLISH, …
WTF IMMIGRATION NO ENGLISH NO CANADA 🍁 NO "JESTERS "😂😂 COME ON PEOPLE. THIS IS CANADA 🍁 ("NICE")("RESPECT "). THESE PEOPLE THAT ARE HERE ARE NOT BAD,BAD PEOPLE. (THIS IS CANADA 🍁). ENGLISH, ENGLISH, ENGLISH, ENGLISH, ENGLISH, ENGLISH _______"WTF"😂😂
Identity Attack0.31015682
Insult0.34548226
Profanity0.541926
Threat0.009411395
Severe Toxicity0.16960317
Moderate 0.56269526 Low Con 0.262
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Keep Canada Clean...deport Indians 👍
Keep Canada Clean...deport Indians 👍
Identity Attack0.6458014
Insult0.3486032
Profanity0.079025
Threat0.13363713
Severe Toxicity0.06488878
Moderate 0.56269526 Low Con 0.236 Identity Attack Call_To_Action
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
So has a black American the Indians win by default, haha I agree with him. We don't want Africans or Muslims. Pick your poison. Every African I've had to work with was a complete nightmare. …
So has a black American the Indians win by default, haha I agree with him. We don't want Africans or Muslims. Pick your poison. Every African I've had to work with was a complete nightmare. My Wife is Japanese and works as a Firmware engineer here in Tokyo. She's always saying how the Indians even scam at work by using others work.
Identity Attack0.6220118
Insult0.44802538
Profanity0.29209393
Threat0.049774777
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.765 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
1:30 "This Indian influx is re-tar-dead and I don't want to be interviewed"
1:30 "This Indian influx is re-tar-dead and I don't want to be interviewed"
Identity Attack0.5135796
Insult0.4986907
Profanity0.41255033
Threat0.1954604
Severe Toxicity0.23223771
Moderate 0.56269526 Moderate Con 0.301 Identity Attack Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Clowns need to be removed 😂 removed from Canada and from the government.
Clowns need to be removed 😂 removed from Canada and from the government.
Identity Attack0.068465814
Insult0.6306599
Profanity0.11168506
Threat0.18281023
Severe Toxicity0.023076924
Moderate 0.56269526 Low Con 0.124 Insult
Oct 2, 2025 IRCC Names India in Study …
Why what?? Why am I indian and your write?? Is that your dumb question at the end of this ?
Why what?? Why am I indian and your write?? Is that your dumb question at the end of this ?
Identity Attack0.22935481
Insult0.5588244
Profanity0.29984993
Threat0.008841781
Severe Toxicity0.023076924
Moderate 0.56269526 Moderate Con 0.308 Insult
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Son basura
Son basura
Identity Attack0.05794714
Insult0.6308392
Profanity0.3597395
Threat0.007793174
Severe Toxicity0.023076924
Moderate 0.56269526 Moderate Con 0.384 Insult
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
ALLOWED Disability rates after not having a job for a year!! WTF....Your crazy! Possibly it could destabilize regional area's, Economy, culture and stability. I've seen it here in SAINT JOHN NB.
ALLOWED Disability rates after not having a job for a year!! WTF....Your crazy! Possibly it could destabilize regional area's, Economy, culture and stability. I've seen it here in SAINT JOHN NB.
Identity Attack0.03223813
Insult0.5678696
Profanity0.4185329
Threat0.010214032
Severe Toxicity0.023552058
Moderate 0.56269526 Constructive 0.626 Insult
Jul 17, 2018 How much do refugees and …
tipo o lixo branco que nem a gente, se os caras são preconceituosos até com eles imagina com estrangeiros
tipo o lixo branco que nem a gente, se os caras são preconceituosos até com eles imagina com estrangeiros
Identity Attack0.55044734
Insult0.5130944
Profanity0.3827387
Threat0.011767523
Severe Toxicity0.16960317
Moderate 0.56269526 Low Con 0.113 Identity Attack Insult Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
हम 1.4 अरब से अधिक छोटे भूरे भिखारी चोर हैं और हमेशा रहेंगे, जो दूसरों को धोखा देकर दुनिया की संचार प्रणालियों को जाम कर देते हैं (जब हम अपने नंगे हाथों से अपना पिछवाड़ा …
हम 1.4 अरब से अधिक छोटे भूरे भिखारी चोर हैं और हमेशा रहेंगे, जो दूसरों को धोखा देकर दुनिया की संचार प्रणालियों को जाम कर देते हैं (जब हम अपने नंगे हाथों से अपना पिछवाड़ा पोंछने के तुरंत बाद फर्श पर उंगलियों से खाने की चीजें साझा नहीं कर रहे होते हैं)।
Identity Attack0.55803186
Insult0.5239335
Profanity0.3194067
Threat0.077831104
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.316 Identity Attack Insult Unverified_Claim
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
A plague of filth sponsored by the liberals
A plague of filth sponsored by the liberals
Identity Attack0.31307843
Insult0.54471385
Profanity0.27139977
Threat0.012181788
Severe Toxicity0.023176458
Moderate 0.56269526 Low Con 0.144 Insult Fear_Threat
Sep 28, 2025 IRCC Names India in Study …
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like …
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like the Muslims and Africans in Dearborn MI. furthermore they actually do contribute to the economy unlike Somalis
Identity Attack0.5548181
Insult0.489133
Profanity0.48510036
Threat0.020782012
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.655 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
low intelligent, and rape, which world is he living in, all happening even at brat level of his own people kind.
low intelligent, and rape, which world is he living in, all happening even at brat level of his own people kind.
Identity Attack0.104676254
Insult0.5130944
Profanity0.29209393
Threat0.20178549
Severe Toxicity0.06101104
Moderate 0.56269526 Low Con 0.163 Insult Fear_Threat
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
Paint pigs lizards or dogs or crosses where Muslims like to pray outside , They consider killing lizards and people and doga as earning points to get into heaven
Paint pigs lizards or dogs or crosses where Muslims like to pray outside , They consider killing lizards and people and doga as earning points to get into heaven
Identity Attack0.57150364
Insult0.4378843
Profanity0.27747265
Threat0.3993542
Severe Toxicity0.25624833
Moderate 0.56269526 Low Con 0.218 Identity Attack
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
The men don't seem too worried like the women are. India is the rape capital of the world, bringing millions of them here isn't safe for us women!
The men don't seem too worried like the women are. India is the rape capital of the world, bringing millions of them here isn't safe for us women!
Identity Attack0.57150364
Insult0.45135358
Profanity0.31402156
Threat0.13397428
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.383 Identity Attack Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people …
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people they have let in, they aren't looking for peace they are looking for power EVEIL power, please ask the LIBERALS Why they are here, and when getting a job WHAT HAPPENED to CANADIANS FIRST, Canada I doomed, doomed if you are in your 20's 30's you may still experience the hate, they already speak their own language, refusing to speak English, refusing to serve people who are different from them, Canada is letting in selfish ignorant people, everything we Canadians say or ask them to is discrimination, they dress their way they run businesses their way, just like in their country, AND WHY ? because the Canadian government is weak, they can't defend the country or it's people shame on this Liberal government, they totally suck.
Identity Attack0.55044734
Insult0.5130944
Profanity0.27274927
Threat0.13313138
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.457 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
India as a country shouldn't be allowed to have such a high population like they do today, lest we dirty up the human gene pool
India as a country shouldn't be allowed to have such a high population like they do today, lest we dirty up the human gene pool
Identity Attack0.6007182
Insult0.4196762
Profanity0.2847897
Threat0.34804323
Severe Toxicity0.35184112
Moderate 0.56269526 Low Con 0.176 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
I'll never respect or understand people who move countries and don't lift a finger to fit in. Pure scum behavior. The Canadian govt has A LOT to answer for.
I'll never respect or understand people who move countries and don't lift a finger to fit in. Pure scum behavior. The Canadian govt has A LOT to answer for.
Identity Attack0.17925262
Insult0.6149945
Profanity0.2268346
Threat0.0091524795
Severe Toxicity0.02077355
Moderate 0.56269526 Moderate Con 0.396 Insult
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Michelle yay to go. Thankyou for asking the right questions and cutting the bullshit. This is how people incharge should behave.
Michelle yay to go. Thankyou for asking the right questions and cutting the bullshit. This is how people incharge should behave.
Identity Attack0.012842959
Insult0.36939126
Profanity0.64657205
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.56269526 Constructive 0.559
Oct 1, 2025 IRCC Names India in Study …

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.