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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: "It’s not just Indians but …" 4,309 comments · Page 47 of 173
Good to see hard working Indian People……running Canadian Economy…. Not like lazy Canadian😂…. They are paying way more taxes …
Good to see hard working Indian People……running Canadian Economy…. Not like lazy Canadian😂…. They are paying way more taxes …
Identity Attack0.46028158
Insult0.4810288
Profanity0.04592061
Threat0.007301235
Severe Toxicity0.017158391
Moderate 0.47119883 Moderate Con 0.324
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Saying that Canada needs Indians is disgusting. We don't need them Wingate immigrants from other countries it's racist to say that we need you. Imagine me going to China and saying you need a bunch …
Saying that Canada needs Indians is disgusting. We don't need them Wingate immigrants from other countries it's racist to say that we need you. Imagine me going to China and saying you need a bunch of white people in your country cuz you ship stuff to the United States does that sound pretty racist to you
Identity Attack0.4931391
Insult0.4534306
Profanity0.119731516
Threat0.008945347
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.467
Aug 27, 2025 Why Canadians Are Turning Against …
everyone sick of indian fatigue
everyone sick of indian fatigue
Identity Attack0.50515604
Insult0.37846634
Profanity0.2317999
Threat0.01750142
Severe Toxicity0.030523606
Moderate 0.47119883 Low Con 0.265 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
Identity Attack0.55803186
Insult0.26957804
Profanity0.08225787
Threat0.12076248
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.316 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are not the worst, I found them cool, here in France we have the worst, the m.....
Indians are not the worst, I found them cool, here in France we have the worst, the m.....
Identity Attack0.4931391
Insult0.40243408
Profanity0.32479182
Threat0.014738814
Severe Toxicity0.028730227
Moderate 0.47119883 Moderate Con 0.469
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Insurance fraud, mortgage fraud, license fraud, education fraud, business fraud. Scams galore. Not every indian but always an indian.
Insurance fraud, mortgage fraud, license fraud, education fraud, business fraud. Scams galore. Not every indian but always an indian.
Identity Attack0.5135796
Insult0.42167732
Profanity0.1184936
Threat0.015429466
Severe Toxicity0.02449106
Moderate 0.47119883 Low Con 0.221 Identity Attack Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
AFTER SUCCESSFULLY 🇮🇳 🕉 P💩💩PING OUTSIDE IN CANADA 🇨🇦 IT'S PART OF INDIAN CULTURE AND CANADA 🇨🇦 IS MULTICUTURAL 🇮🇳 🕉 NOW INDIAN 🇮🇳 🕉 ARE P💩💩PING OUTSIDE IN AUSTRALIA 🇦🇺 IS AUSTRALIA 🇦🇺 MULTICUTURAL???😂😂😂
AFTER SUCCESSFULLY 🇮🇳 🕉 P💩💩PING OUTSIDE IN CANADA 🇨🇦 IT'S PART OF INDIAN CULTURE AND CANADA 🇨🇦 IS MULTICUTURAL 🇮🇳 🕉 NOW INDIAN 🇮🇳 🕉 ARE P💩💩PING OUTSIDE IN AUSTRALIA 🇦🇺 IS AUSTRALIA 🇦🇺 MULTICUTURAL???😂😂😂
Identity Attack0.46028158
Insult0.36798462
Profanity0.32658687
Threat0.04201601
Severe Toxicity0.23225145
Moderate 0.47119883 Low Con 0.255 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My family moved there in 1977 and moved out in 1984. I stay far away from Brampton with the non assimilated Indians on the roads and London with the crazy drug addicts all over the …
My family moved there in 1977 and moved out in 1984. I stay far away from Brampton with the non assimilated Indians on the roads and London with the crazy drug addicts all over the sidewalks .
Identity Attack0.4931391
Insult0.4810288
Profanity0.17101645
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.47119883 Constructive 0.547 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Mostly there are punjabis and indians hate punjabis
Mostly there are punjabis and indians hate punjabis
Identity Attack0.55044734
Insult0.3388922
Profanity0.2376073
Threat0.01750142
Severe Toxicity0.023552058
Moderate 0.47119883 Low Con 0.168 Identity Attack Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
I agree with the bike guy better indians then africans.
I agree with the bike guy better indians then africans.
Identity Attack0.57150364
Insult0.3126888
Profanity0.17473823
Threat0.014566151
Severe Toxicity0.02425631
Moderate 0.47119883 Moderate Con 0.412 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Ummmm anyone who lives in the GTA knows damn well that these people infest far beyond just Brampton. Travel in the Toronto subway any day in the evening and it's easily 85-90% Indian. Mississauga? A …
Ummmm anyone who lives in the GTA knows damn well that these people infest far beyond just Brampton. Travel in the Toronto subway any day in the evening and it's easily 85-90% Indian. Mississauga? A hot Indian mess. Milton? Same thing. Pickering is getting there quick. Even Oakville is being rapidly invaded by them. It's a literal plague.
Identity Attack0.46028158
Insult0.46173862
Profanity0.35597226
Threat0.016120117
Severe Toxicity0.02491361
Moderate 0.47119883 Constructive 0.547
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indians what the heck have you done? It's just the genuine ones that suffer. I'm an Indian too, fought to the skin of the tooth to secure Masters admission, paid over 50k CAD in fees. …
Indians what the heck have you done? It's just the genuine ones that suffer. I'm an Indian too, fought to the skin of the tooth to secure Masters admission, paid over 50k CAD in fees. Was genuine in my effort & was able to secure a good job and I still have this ick at the back of the mind that I might be seen with disgust because of how tarnished our reputation is of lately, despite trying my best to contribute my fair share to the society, to this beautiful country. Hope you Canadians understand the plight of honest ones amongst the sea of frauds, I hope you do!
Identity Attack0.40883094
Insult0.42743355
Profanity0.39409557
Threat0.016638106
Severe Toxicity0.03321367
Moderate 0.47119883 Constructive 0.809 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is Sikh population, who has destroyed the image of all Indians. While they don’t like to be called Indians! Racism towards Indians because of Sikhs (who don’t like to be called Indians)
The problem is Sikh population, who has destroyed the image of all Indians. While they don’t like to be called Indians! Racism towards Indians because of Sikhs (who don’t like to be called Indians)
Identity Attack0.5516043
Insult0.3388922
Profanity0.14313951
Threat0.026307223
Severe Toxicity0.02383376
Moderate 0.47119883 Moderate Con 0.456 Identity Attack Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
No one take nobody's job unless somebody don't want to work what thay have to work with we come from the country that looted by English people French people Portuguese people we got robbed our …
No one take nobody's job unless somebody don't want to work what thay have to work with we come from the country that looted by English people French people Portuguese people we got robbed our ancester got raped destroy our complete culture customs and he was across to live with and some of them they speak they look like Indian but this all day so long time ago and kneel to the king sorry queen
Identity Attack0.458714
Insult0.34782293
Profanity0.2847897
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.47119883 Constructive 0.583
Aug 26, 2025 Why Canadians Are Turning Against …
I dont even think that guy on the bike was focused on indians he was just expressing his HATE for africans😭
I dont even think that guy on the bike was focused on indians he was just expressing his HATE for africans😭
Identity Attack0.50917345
Insult0.24767025
Profanity0.19032755
Threat0.012181788
Severe Toxicity0.02378681
Moderate 0.47119883 Moderate Con 0.388 Identity Attack Identity_Assertion
Jan 27, 2026 124 likes Inside Canada's Indian Invasion...
You wont find such good criminals 😂 Indians dont have a criminal mindset or personality but are always keen on making quick easy money via scams or loopholes
You wont find such good criminals 😂 Indians dont have a criminal mindset or personality but are always keen on making quick easy money via scams or loopholes
Identity Attack0.50515443
Insult0.42567953
Profanity0.22105443
Threat0.046218675
Severe Toxicity0.049354076
Moderate 0.47119883 Low Con 0.141 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
north Indians from Punjab and Delhi assimilate a lot. They are known in India to be very aggresive and unkind types
north Indians from Punjab and Delhi assimilate a lot. They are known in India to be very aggresive and unkind types
Identity Attack0.5485698
Insult0.4339631
Profanity0.20016506
Threat0.022163315
Severe Toxicity0.05832097
Moderate 0.47119883 Moderate Con 0.487 Identity Attack Unverified_Claim
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Without the Indians, Brampton would probably be like London, Ontario a drug ridden and zombie city Proof is in your other video. https://www.youtube.com/watch?v=Bh7no3OVjWY Be thankful.
Without the Indians, Brampton would probably be like London, Ontario a drug ridden and zombie city Proof is in your other video. https://www.youtube.com/watch?v=Bh7no3OVjWY Be thankful.
Identity Attack0.50515765
Insult0.4339631
Profanity0.09775851
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.246 Identity Attack Solidarity
Dec 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Okay yall hate indians so much yeah? I wish the muslims on you , the beautiful Rp gangs of Bangladesh and pakistan would be better for canada 😂😂
Okay yall hate indians so much yeah? I wish the muslims on you , the beautiful Rp gangs of Bangladesh and pakistan would be better for canada 😂😂
Identity Attack0.55044734
Insult0.29855028
Profanity0.11354194
Threat0.028206514
Severe Toxicity0.023106033
Moderate 0.47119883 Low Con 0.231 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians in India are much better than what I am seeing here. Sorry, you people got the worst bunch out there. I guess it's the fault of the immigration system. How can they let those …
Indians in India are much better than what I am seeing here. Sorry, you people got the worst bunch out there. I guess it's the fault of the immigration system. How can they let those who can't even speak English get a visa? Is there no protocol? No process? No psychological test or background check? It shouldn't be this easy to get a visa! They are embarrasing India!
Identity Attack0.50588524
Insult0.4339631
Profanity0.1654338
Threat0.013165667
Severe Toxicity0.023411209
Moderate 0.47119883 Constructive 0.503 Identity Attack
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Better indians than Pakistani muslims from Islamic countries and khalistanis
Better indians than Pakistani muslims from Islamic countries and khalistanis
Identity Attack0.5680164
Insult0.37619758
Profanity0.1854088
Threat0.035803676
Severe Toxicity0.16960317
Moderate 0.47119883 Low Con 0.174 Identity Attack Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
Shitnada is a corrupt Indian latrine
Shitnada is a corrupt Indian latrine
Identity Attack0.46028158
Insult0.48627716
Profanity0.33023968
Threat0.051391184
Severe Toxicity0.16760159
Moderate 0.47119883 Low Con 0.18
Jun 23, 2025 1 likes How Canada broke its immigration …
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
Identity Attack0.4931391
Insult0.48313886
Profanity0.16031636
Threat0.014566151
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.477 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
We the people: If we wanted to be surrounded by East Indians, we would have moved to India. If we wanted all the inequality of Islam, we would have moved to an Islamic nation. If …
We the people: If we wanted to be surrounded by East Indians, we would have moved to India. If we wanted all the inequality of Islam, we would have moved to an Islamic nation. If we wanted the: inequality; the masoginy; the oppression; the slavery; the gra-e; the pedophilia, the fraud; the piracy; the barbarity, the arrogance; and the disrespect; We would have moved to another nation. We didn't move because we don't want any of that, and never did, and STILL don't. Get out!!!
Identity Attack0.5039629
Insult0.40243408
Profanity0.18049006
Threat0.051391184
Severe Toxicity0.037697118
Moderate 0.47119883 Low Con 0.284 Identity Attack
Jan 21, 2026 Why Canadians Are Turning Against …
Bro indians in india can legit buy the fat white guy as a foot rest. I dont think anyone would want to tho. Edit: not his fault tho. Just like how its not my fault …
Bro indians in india can legit buy the fat white guy as a foot rest. I dont think anyone would want to tho. Edit: not his fault tho. Just like how its not my fault for not being able to run as fast as Bolt, its not his fault for being DENSE(not in the physical sense of course, for he is NOT physically dense, for his mass/volume ratio is low-just like his iq)
Identity Attack0.46028158
Insult0.4534306
Profanity0.2659699
Threat0.032005094
Severe Toxicity0.026936848
Moderate 0.47119883 Constructive 0.527 Humor_Satire
Feb 19, 2026 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.