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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: "I am an Indian 🇮🇳 …" 4,309 comments · Page 47 of 173
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...
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...
2:30 at this point he is just rage baiting and i also fall for this, when the guy said punjab next shot you get this dirtiest street i mean point are you making here all …
2:30 at this point he is just rage baiting and i also fall for this, when the guy said punjab next shot you get this dirtiest street i mean point are you making here all of punjab look like this, with that logic i can show you probably dirtier steet than this in Toronto. first he made poop festival video which are unknown from 99.99% of indian and painted as it is celebrated like holi and Diwali, i can also give the weirdest festival around the global that you never imagined and why did he made video about poop tasting and throwing festival that are celebrated in texas because he wil not get the clout, there are hundreds of thousands of video about white guy pooping on road,street and randomly showed up at seven 11 store pooped and left, and we love you canada so much why millions of Canadian come india for health checkup and medical treatment. Whites are born hypocrites for centuries they colonies india and other part of world snatch their resources for themselves that time they were enjoying and now other peoples came their country and contributing to their economy for that they are crying
Identity Attack0.29798782
Insult0.36798462
Profanity0.2980872
Threat0.146441
Severe Toxicity0.16960317
Moderate 0.47119883 Constructive 0.519 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Indian Hindus gen-ocid-es lot's of Christian in india even they des-troy-ed lot's of church too
Indian Hindus gen-ocid-es lot's of Christian in india even they des-troy-ed lot's of church too
Identity Attack0.5135796
Insult0.40243408
Profanity0.2687007
Threat0.34804323
Severe Toxicity0.25624833
Moderate 0.47119883 Moderate Con 0.331 Identity Attack
Sep 30, 2025 IRCC Names India in Study …
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...
Too many Indians too much dishonesty
Too many Indians too much dishonesty
Identity Attack0.5135796
Insult0.40243408
Profanity0.15635987
Threat0.012699619
Severe Toxicity0.023645958
Moderate 0.47119883 Low Con 0.29 Identity Attack
Oct 1, 2025 2 likes IRCC Names India in Study …
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)
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)
Canada is only good for Indians
Canada is only good for Indians
Identity Attack0.55044734
Insult0.26957804
Profanity0.1110661
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.24 Identity Attack Identity_Assertion
Oct 26, 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)
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)
To be honest Indians are 100x better than the Muslims that have invaded Europe.
To be honest Indians are 100x better than the Muslims that have invaded Europe.
Identity Attack0.55044734
Insult0.2817503
Profanity0.17148167
Threat0.023199292
Severe Toxicity0.024772761
Moderate 0.47119883 Moderate Con 0.351 Identity Attack Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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...
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...
I don't care about the opinions of immigrants. Canada needs 5 million deportations of Indians ALONE, Islam should be banned and MANY Chinese need to be sent packing too. 10 million need to go.
I don't care about the opinions of immigrants. Canada needs 5 million deportations of Indians ALONE, Islam should be banned and MANY Chinese need to be sent packing too. 10 million need to go.
Identity Attack0.5698139
Insult0.24928534
Profanity0.06345607
Threat0.13414288
Severe Toxicity0.023880709
Moderate 0.47119883 Moderate Con 0.396 Identity Attack Fear_Threat
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
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...
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 …
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...
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)
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)
The same racism indians are doing to whyte Canadians is the same racism whyte Canadians did to black Canadians, what goes around comes around 😂
The same racism indians are doing to whyte Canadians is the same racism whyte Canadians did to black Canadians, what goes around comes around 😂
Identity Attack0.55044734
Insult0.31740165
Profanity0.062454045
Threat0.009722093
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.36 Identity Attack
Jun 18, 2025 1 likes How Canada broke its immigration …
Jews and Indians 🤮
Jews and Indians 🤮
Identity Attack0.5135796
Insult0.28586254
Profanity0.27882218
Threat0.040638234
Severe Toxicity0.1465323
Moderate 0.47119883 Low Con 0.261 Identity Attack Identity_Assertion
Feb 17, 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...
The Indian people saying there's to many Indian and Punjabi people there is crazy ....one Indian guy said I wanted to come to Canada not new india 😂😂😂
The Indian people saying there's to many Indian and Punjabi people there is crazy ....one Indian guy said I wanted to come to Canada not new india 😂😂😂
Identity Attack0.5135796
Insult0.40975618
Profanity0.12991914
Threat0.010602405
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.472 Identity Attack Humor_Satire
Jan 27, 2026 2,126 likes Inside Canada's Indian Invasion...
Im not indian but That was a very silly comment "this is the homeless non of which are indians". 1. They have strong family values 2. They dont take drugs 3. The odds of them …
Im not indian but That was a very silly comment "this is the homeless non of which are indians". 1. They have strong family values 2. They dont take drugs 3. The odds of them being homeless is slim to none. Instead of bagging them, learn from them and get the pipes out your mouths
Identity Attack0.3043136
Insult0.48228607
Profanity0.30866358
Threat0.06432246
Severe Toxicity0.023176458
Moderate 0.47119883 Moderate Con 0.488
Sep 19, 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.