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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
Active: "They are filthy." 50 comments · Page 1 of 2
Why so many have gone missing or how many have we sent back to India..filthy fucking people
Why so many have gone missing or how many have we sent back to India..filthy fucking people
Identity Attack0.6458014
Insult0.7492263
Profanity0.84506536
Threat0.05268431
Severe Toxicity0.45895407
Toxic 0.91625386 Moderate Con 0.302 Identity Attack Insult Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
These filthy Indians trash Canada and 💩 on our public beach’s. Disgusting people
These filthy Indians trash Canada and 💩 on our public beach’s. Disgusting people
Identity Attack0.7895903
Insult0.8131897
Profanity0.44366163
Threat0.029069828
Severe Toxicity0.45895407
Toxic 0.9029226 Low Con 0.237 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Filthy people. GTA is a shithole now
Filthy people. GTA is a shithole now
Identity Attack0.27875587
Insult0.7344449
Profanity0.7809412
Threat0.013113883
Severe Toxicity0.35368225
Toxic 0.88599813 Low Con 0.19 Insult Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Dirty filthy indians 😂😂
Dirty filthy indians 😂😂
Identity Attack0.7895903
Insult0.72868866
Profanity0.4819111
Threat0.050098058
Severe Toxicity0.50234145
Toxic 0.8696708 Low Con 0.212 Identity Attack Insult Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
Smelly filthy Indians
Smelly filthy Indians
Identity Attack0.8102261
Insult0.7218519
Profanity0.46460027
Threat0.028379176
Severe Toxicity0.45895407
Toxic 0.85850734 Low Con 0.276 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
15 years ago I was riding the sky train in Vancouver, I think I was in Surrey, and there were so many Punjabis. They smelled really bad. Filthy race. Canada has been effectively colonized and …
15 years ago I was riding the sky train in Vancouver, I think I was in Surrey, and there were so many Punjabis. They smelled really bad. Filthy race. Canada has been effectively colonized and the government allowed it in the name of social justice. Idiotic traitors.
Identity Attack0.5612457
Insult0.802824
Profanity0.39409557
Threat0.015602129
Severe Toxicity0.16960317
Toxic 0.8252207 Moderate Con 0.499 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I cant stand them they are disgusting filthy people they dont respect canadian culture 😤 💩🤮
I cant stand them they are disgusting filthy people they dont respect canadian culture 😤 💩🤮
Identity Attack0.46028158
Insult0.7762574
Profanity0.33453682
Threat0.027688526
Severe Toxicity0.23223428
Toxic 0.8115627 Moderate Con 0.329 Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indian Hindu's are filthy.
Indian Hindu's are filthy.
Identity Attack0.7778623
Insult0.6798578
Profanity0.43900812
Threat0.035458352
Severe Toxicity0.4195425
Toxic 0.8115627 Low Con 0.233 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Filthy disgusting creatures with no manners no morals !
Filthy disgusting creatures with no manners no morals !
Identity Attack0.11860296
Insult0.7497506
Profanity0.39026237
Threat0.029933142
Severe Toxicity0.23224974
Toxic 0.7856813 Low Con 0.192 Insult Fear_Threat
Feb 9, 2026 3 likes Inside Canada's Indian Invasion...
Congratulations Canada, you have been culturally enriched by a pack of filthy rats!
Congratulations Canada, you have been culturally enriched by a pack of filthy rats!
Identity Attack0.5135796
Insult0.7492263
Profanity0.2661081
Threat0.009903334
Severe Toxicity0.16960317
Toxic 0.76523775 Low Con 0.168 Identity Attack Insult Identity_Assertion
Jun 17, 2025 2 likes How Canada broke its immigration …
I seen a few Indians in Hyde Park London, having a poop 💩, these people are filthy.
I seen a few Indians in Hyde Park London, having a poop 💩, these people are filthy.
Identity Attack0.57554024
Insult0.6798578
Profanity0.5188411
Threat0.023544617
Severe Toxicity0.34966052
Toxic 0.7570315 Moderate Con 0.353 Identity Attack Insult Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians …
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians that migrated, countless other people from Middle Eastern, Africa, and Asia who settled in this country. You need to STOP creating and posting racist videos. You can gain subscribers in many other ways, uneducated, beaver hideous looking person. The food ya’ll eat or other goods that the country run on IS because of these truck drivers who sit hours and hours to go to America to make a living. Shame on you. You need some knowledge, please educate yourself before running around like an idiot to interview people in the intention of making $$ off YouTube and gaining subscribers to feed your filthy looking arse. Low life prick.
Identity Attack0.46614665
Insult0.72756535
Profanity0.4170448
Threat0.05397744
Severe Toxicity0.35368225
Toxic 0.7510937 Moderate Con 0.372 Insult
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
How hypocrite is the guy with work jacket on bike, talking about he was more comfortable with Indians as opposed to Muslims and Africans!!! What?? What a filthy racist is this guy!!! He hates Africans …
How hypocrite is the guy with work jacket on bike, talking about he was more comfortable with Indians as opposed to Muslims and Africans!!! What?? What a filthy racist is this guy!!! He hates Africans because he believes that rape is normal in their African culture!!! What?? He has no idea that India has highest rape rate in a year and brutality including regular lynching... my goodness... this guy will not open his eyes yet. And why he hates muslims? He is ignorant. What a crazy racist is that guy. Hate and racism is going to burn our lovely beloved safest country Canada. This is not right. Alarm. Whoever we are, we all must live together in peace and unity. Multiculturalism is not bad but Candian common culture must be adopted, respected and lived.
Identity Attack0.55044734
Insult0.69164425
Profanity0.37993968
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.7252971 Constructive 0.556 Identity Attack Insult Moral_Argument
Feb 6, 2026 4 likes Inside Canada's Indian Invasion...
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan …
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan I can spot a Indian/Pakistani/Bangladesh (more or less all the same) from behind from 20m away by the way the walk and what they wear. But this - in all fairness - applies to all foreigners in Japan, also Europeans and Americans. If highly educated Indians come to your neighbourhood, no worries. But if cheap labour force moves to your town .... well, expect some filthy behaviour and zero self-consciousness regarding their own disgusting behaviour. I don't like cheap labour force from underdeveloped countries because the hever learned how to behave properly.
Identity Attack0.6682205
Insult0.6308392
Profanity0.6001929
Threat0.064645745
Severe Toxicity0.44713756
Toxic 0.718943 Constructive 0.575 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
3:57 No way this Pigger on bike calling us dirty while they literally live on street and smoke crack all day. Whites are generally filthy too. They literally have 2 Girl 1 Cup culture 😭
3:57 No way this Pigger on bike calling us dirty while they literally live on street and smoke crack all day. Whites are generally filthy too. They literally have 2 Girl 1 Cup culture 😭
Identity Attack0.5948528
Insult0.56997263
Profanity0.4098025
Threat0.077831104
Severe Toxicity0.34981552
Moderate 0.687436 Low Con 0.257 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The problem is islam. Why doesn't the Canadian government look at what is happening in Europe: lies, threats, riots, social-economic fraud, rape, terror attacks, a filthy murderous ideology that is called islam and disguised as …
The problem is islam. Why doesn't the Canadian government look at what is happening in Europe: lies, threats, riots, social-economic fraud, rape, terror attacks, a filthy murderous ideology that is called islam and disguised as a religion.
Identity Attack0.6990888
Insult0.57566804
Profanity0.29209393
Threat0.13815513
Severe Toxicity0.34962174
Moderate 0.687436 Low Con 0.274 Identity Attack Insult
Jul 23, 2025 1 likes How Canada broke its immigration …
Canada has been drained by Hindu Indian’s, filthy Idols.✍🏻😎🇮🇱🇺🇸🇬🇧
Canada has been drained by Hindu Indian’s, filthy Idols.✍🏻😎🇮🇱🇺🇸🇬🇧
Identity Attack0.6320481
Insult0.61794597
Profanity0.26628086
Threat0.029415153
Severe Toxicity0.21596274
Moderate 0.6544696 Low Con 0.222 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
In Canada, We now has filthy disgusting public bathrooms, thanks to Immigrants
In Canada, We now has filthy disgusting public bathrooms, thanks to Immigrants
Identity Attack0.58743036
Insult0.5935568
Profanity0.20808282
Threat0.008052089
Severe Toxicity0.07805709
Moderate 0.6491204 Low Con 0.258 Identity Attack Insult Fear_Threat
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Filthy pests. Parasites.Walking turds.
Filthy pests. Parasites.Walking turds.
Identity Attack0.22261032
Insult0.6308392
Profanity0.39409557
Threat0.012233571
Severe Toxicity0.16960317
Moderate 0.6426206 Low Con 0.136 Insult Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
India is a filthy country
India is a filthy country
Identity Attack0.6220118
Insult0.5270482
Profanity0.3866461
Threat0.018882722
Severe Toxicity0.18538254
Moderate 0.6407703 Low Con 0.28 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm sick of immigrants. I've had multiple scammed lotto tickets that won were taken & fed BS. Up to 147,000 & because it was a quick-pic lotto corp doesn't even look at signatures!? They walk …
I'm sick of immigrants. I've had multiple scammed lotto tickets that won were taken & fed BS. Up to 147,000 & because it was a quick-pic lotto corp doesn't even look at signatures!? They walk in packs, the doctor's office, the whole family is there?WTF They own businesses, collect government income & hire family, so no taxes are being paid. We're too nice & they walk all over us, bringing their crime & filthy living habits. Pollution pigs! I'm tired of them claiming all the funds they get while working at family restaurants. As A born Canadian can't even get an emergency check?
Identity Attack0.57150364
Insult0.5739874
Profanity0.41255033
Threat0.04363242
Severe Toxicity0.2322463
Moderate 0.6407703 Constructive 0.6 Identity Attack Insult
Aug 27, 2025 Why Canadians Are Turning Against …
They are filthy.
They are filthy.
Identity Attack0.1015541
Insult0.6099415
Profanity0.33453682
Threat0.00951496
Severe Toxicity0.023076924
Moderate 0.5921536 Low Con 0.266 Insult Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
Boycott their businesses. If I walk into a restaurant and they work there. I turn around and leave. They have ZERO concept of food safety. Ive worked with them. They are FILTHY.
Boycott their businesses. If I walk into a restaurant and they work there. I turn around and leave. They have ZERO concept of food safety. Ive worked with them. They are FILTHY.
Identity Attack0.053399716
Insult0.6261769
Profanity0.25367188
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.5921536 Moderate Con 0.472 Insult Call_To_Action
Jan 28, 2026 13 likes Inside Canada's Indian Invasion...
You got Indians from Kenya n Uganda when they were ousted by Kennyatta n Idi Ameen.These Indians were from marginalised fsmily no education at all. The way their relatives keeping India same way they are …
You got Indians from Kenya n Uganda when they were ousted by Kennyatta n Idi Ameen.These Indians were from marginalised fsmily no education at all. The way their relatives keeping India same way they are converting Canada into filthy India.
Identity Attack0.6007182
Insult0.563347
Profanity0.21564959
Threat0.014393489
Severe Toxicity0.072789766
Moderate 0.57271194 Moderate Con 0.371 Identity Attack Insult
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Filthy.
Filthy.
Identity Attack0.019776696
Insult0.5130944
Profanity0.22653213
Threat0.00866054
Severe Toxicity0.020644438
Moderate 0.50789946 Low Con 0.299 Insult
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)

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.