Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "It’s so gross there now!!!" 42 comments · Page 2 of 2
This is so gross I’m not gonna watch it but thanks anyway.
This is so gross I’m not gonna watch it but thanks anyway.
Identity Attack0.008916483
Insult0.1342682
Profanity0.20016506
Threat0.011638066
Severe Toxicity0.013866014
Moderate 0.3561489 Moderate Con 0.365 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Gross, no wonder Alberta wants to join the US! 😂😂😂
Gross, no wonder Alberta wants to join the US! 😂😂😂
Identity Attack0.055218685
Insult0.344702
Profanity0.07449899
Threat0.00899713
Severe Toxicity0.009918213
Moderate 0.3389984 Low Con 0.151 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s so gross there now!!!
It’s so gross there now!!!
Identity Attack0.008842488
Insult0.16839184
Profanity0.11911256
Threat0.009799767
Severe Toxicity0.01159668
Moderate 0.33504707 Moderate Con 0.33 Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
gross
gross
Identity Attack0.027815815
Insult0.24928534
Profanity0.18909787
Threat0.008686432
Severe Toxicity0.012703998
Moderate 0.32764325 Moderate Con 0.458
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Gross
Gross
Identity Attack0.021987455
Insult0.24928534
Profanity0.17520344
Threat0.0083886795
Severe Toxicity0.012054443
Moderate 0.32182294 Moderate Con 0.482
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Gross
Gross
Identity Attack0.021987455
Insult0.24928534
Profanity0.17520344
Threat0.0083886795
Severe Toxicity0.012054443
Moderate 0.32182294 Moderate Con 0.482
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Gross
Gross
Identity Attack0.021987455
Insult0.24928534
Profanity0.17520344
Threat0.0083886795
Severe Toxicity0.012054443
Moderate 0.32182294 Moderate Con 0.482
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Gross
Gross
Identity Attack0.021585498
Insult0.24928534
Profanity0.17380778
Threat0.008323951
Severe Toxicity0.0118255615
Moderate 0.32128486 Moderate Con 0.482
Nov 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Gross
Gross
Identity Attack0.021585498
Insult0.24928534
Profanity0.17380778
Threat0.008323951
Severe Toxicity0.0118255615
Moderate 0.32128486 Moderate Con 0.482
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Gross
Gross
Identity Attack0.021585498
Insult0.24928534
Profanity0.17380778
Threat0.008323951
Severe Toxicity0.0118255615
Moderate 0.32128486 Moderate Con 0.482
Jan 27, 2026 Inside Canada's Indian Invasion...
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints …
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints a very bad perspective for all the genuinely hardworking citizens and residents of Indian origins, why not show that side of them too? There’s obviously actual students who come to study and provide for the community while also maintaining their own culture? What’s wrong with that? Besides, what is a Canadian culture if not a mix of immigrants from all around the world? Are white people also not just immigrants to this country or did they magically spawn in this place? They’ve committed ATROCITIES (not just in Canada), yet have the audacity to act like they’re the cleanest ones in the land. While I do agree some Indians do not improve the reputation, most are really kind, helpful and honest people. Perhaps treat everyone like humans for a change instead of using the bad ones as a benchmark. PS, cutting to the ugly streets when someone mentions Punjab is probably the cheapest attention grab, obviously there’s bad streets, ugly roads, gross people everywhere but so are beautiful ones, lovely countryside views, beautiful mountains and most of all, very hardworking and respectful people as well. Your view of Punjab is just NOT the same as the one of the people in the video who view their motherland as a beautiful place. You can portray every place in the world in that light with the wrong perspective, be it New York, Paris, Barcelona, Cairo, Sydney, Rio, London, etc, but it must be nice to get a few more looks at the expense of demeaning others.
Identity Attack0.13591312
Insult0.2817503
Profanity0.10178173
Threat0.009747985
Severe Toxicity0.009994507
Moderate 0.32020867 Constructive 0.821
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton is gross (speaking from experience) Also you could be in Brampton Hamilton Toronto Ancaster or Ottawa go in any Tim’s tell me who you see working.
Brampton is gross (speaking from experience) Also you could be in Brampton Hamilton Toronto Ancaster or Ottawa go in any Tim’s tell me who you see working.
Identity Attack0.035074018
Insult0.3388922
Profanity0.034146797
Threat0.0070552654
Severe Toxicity0.00541687
Moderate 0.3127066 Constructive 0.528 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA …
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA clubhouse until it got fire bombed when i was a kid. Plaid and Mullets is what i grew up in... Now its mostly Indian. They've pretty much connected through growth.... *cough cough ....Indian invasion. Going to my hometown is like a different place all together, when i left the was only 1 Indian takeout and it was expensive. Brownchode told me because he was the only 1 unless you wanted to drive to Brampton, he laughed. Now when i go back all the places i used to know are all Indian. From grocery to take out our dine in. It's actually gross to see the complete takeover, thanks federal govt and the pos liberals
Identity Attack0.33675182
Insult0.110259406
Profanity0.20262444
Threat0.03787563
Severe Toxicity0.02167734
Low Tox 0.2855005 Constructive 0.626 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing this happens. We had maybe 5 recent acquisitions of Indian people setting up and ruining successful gas stations and pop up smoke shops in my town allowing minors to freely browse and buy products. They keep to themselves because the people around here understand their predatory ways of selling and how gross they naturally are. I'm disappointed and I don't like them. I accept humans but I don't accept someone who can't wash their hands nor maintain a clean image morally and professionally. I know for certainty that they are illegally here buying properties which are very hard for us locals to even get our hands on. Something needs to be done and people need to be aware.
Identity Attack0.27914262
Insult0.16809943
Profanity0.044167064
Threat0.07476458
Severe Toxicity0.012054443
Low Tox 0.27975297 Constructive 0.744 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
India must find a way to stop India's brain from flowing down into the drain asap. One option may be to remove DTAA & impose income tax on foreign gross income of Indian citizens, like …
India must find a way to stop India's brain from flowing down into the drain asap. One option may be to remove DTAA & impose income tax on foreign gross income of Indian citizens, like the US (US citizens/GC holders are taxed on their worldwide income, regardless of where they reside), & build a world-class work environment in India with that tax amount, so that high-skilled Indian talents can return back to India to start start-up to develop app like WhatsApp/FB/Google/Amazon/MS/Meta (like China) or find suitable job/Business.
Identity Attack0.1769227
Insult0.08484049
Profanity0.032894265
Threat0.021300001
Severe Toxicity0.0077819824
Low Tox 0.1991664 Moderate Con 0.469 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s a gross not enough amount compared to how many they’re letting in, how about close the gates completely and start sending back in the multiple thousands.PERIOD!!!
It’s a gross not enough amount compared to how many they’re letting in, how about close the gates completely and start sending back in the multiple thousands.PERIOD!!!
Identity Attack0.025002124
Insult0.054376744
Profanity0.02249157
Threat0.019573374
Severe Toxicity0.0049209595
Low Tox 0.17285149 Moderate Con 0.335 Policy_Critique
Dec 31, 2025 Deportations From Canada at Their …
My parents paid into the tax system for 80 years. Ask me how they are treated? It's beyond gross. They gave everything for this country. And what they got in return? Medically? Financially? You have …
My parents paid into the tax system for 80 years. Ask me how they are treated? It's beyond gross. They gave everything for this country. And what they got in return? Medically? Financially? You have no idea. And im stuck dealing with it. When I should be doing things to help our country. My education and skills are going to waste.
Identity Attack0.0024233595
Insult0.06285016
Profanity0.022354934
Threat0.006699257
Severe Toxicity0.0015354156
Low Tox 0.12086493 Constructive 0.659 Personal_Narrative
Mar 2, 2026 'We do know that there's …

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.