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: "I LOVE HER... she is …" 699 comments · Page 11 of 28
We have enough Indians from India and they left India because of economic resources but they love the cleanliness of America. There's always those that miss filth but I haven't seen it in Connecticut and …
We have enough Indians from India and they left India because of economic resources but they love the cleanliness of America. There's always those that miss filth but I haven't seen it in Connecticut and they can cook . The spices are fabulous.....
Identity Attack0.34974504
Insult0.17486192
Profanity0.08225787
Threat0.008220384
Severe Toxicity0.013091337
Moderate 0.30514878 Constructive 0.75
Jan 27, 2026 Inside Canada's Indian Invasion...
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to …
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to deport some of these people to undergo trial in India but Trudeau govt under jagmeet Singh did not agree and so you have crimes happening in Canada but the bad name goes to India. As far as this oppression against minority is concerned all sikhs in India are free to do as they wish in their own land. They have a democratically elected leader and sikhs in India are very happy. Others in India love them and respect them a lot so much so that manmohan Singh became the prime minister of India with zero opposition to his leadership. Abdul kalam who is also a muslim became the president of India. This oppression story is fake. That is one of the ways for this khalistan punjabi apply for refugee status inside Canada. It’s a Canadian loophole they misuse and the worst part is even the govt knows that. They just won’t do anything about it.
Identity Attack0.37292135
Insult0.19967617
Profanity0.031641733
Threat0.017156094
Severe Toxicity0.01302678
Moderate 0.3048984 Constructive 0.674 Unverified_Claim
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
so beautiful to see. i hope more of this happens to america also. i love watching the downfall of the west
so beautiful to see. i hope more of this happens to america also. i love watching the downfall of the west
Identity Attack0.24150419
Insult0.06722072
Profanity0.094542764
Threat0.22514746
Severe Toxicity0.018578632
Moderate 0.30464804 Moderate Con 0.396 Fear_Threat
Feb 16, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Yo @tyleroliveira I love how you switch your voice up when you speak to peeps with accents to sound like them 😂
Yo @tyleroliveira I love how you switch your voice up when you speak to peeps with accents to sound like them 😂
Identity Attack0.052490227
Insult0.16480011
Profanity0.12551236
Threat0.01086132
Severe Toxicity0.01322045
Moderate 0.30439767 Moderate Con 0.48 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem lies in letting too many people in in a very short space of time because when this is (intentionally) done foreigners do nkt mix with the local culture, instead using only what they …
The problem lies in letting too many people in in a very short space of time because when this is (intentionally) done foreigners do nkt mix with the local culture, instead using only what they are used to from back home. Khalistani Sikhs are the equivalent of, for example, zionjst Jews, extremist muslims, etc: they shout the loudest, but are the minority from thise communities and definitely not loved by said communities. From a (corrupt) government point of view this is the perfect storm.
Identity Attack0.316
Insult0.20901857
Profanity0.0569429
Threat0.011379151
Severe Toxicity0.010375977
Moderate 0.30427247 Moderate Con 0.471 Policy_Critique
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
The Canadians call Brampton , Bramledesh . I can't stand when I get sent there for work, I can't stand the smell of curry. I would love to have my country back to the way …
The Canadians call Brampton , Bramledesh . I can't stand when I get sent there for work, I can't stand the smell of curry. I would love to have my country back to the way it used to be in the 80's. I got rear ended by an Indian woman while driving down the road, I'm not sure how she got her license ( I know how she got it... $$$). There is no laws in India for driving a car so they don't know how to drive.
Identity Attack0.37012735
Insult0.1640896
Profanity0.035900343
Threat0.00951496
Severe Toxicity0.01083374
Moderate 0.30319387 Constructive 0.628 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I love immigrants my grandmother AND grandfather immigrated from Sweden LEGALLY but she assimilated to this country . I really hate when people come here and treat it like the country they are fleeing from
I love immigrants my grandmother AND grandfather immigrated from Sweden LEGALLY but she assimilated to this country . I really hate when people come here and treat it like the country they are fleeing from
Identity Attack0.2781757
Insult0.06858205
Profanity0.091633186
Threat0.008311004
Severe Toxicity0.011672974
Moderate 0.30319387 Constructive 0.649 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Look, nobody said that Chinatown, SF was supposed to be European or that Manilatown, Vancouver to be white. Brampton is a Little India, and you can complain all you want... once you show the proof …
Look, nobody said that Chinatown, SF was supposed to be European or that Manilatown, Vancouver to be white. Brampton is a Little India, and you can complain all you want... once you show the proof that you entered with your Inuit Visa, oh wait they were killed by you and yet you complain when legal immigrants come. They contribute to the culture of Vancouver, Toronto but you just love to point out Brampton when 0.01% have even seen the place, let alone lived there.
Identity Attack0.33352965
Insult0.11978693
Profanity0.026454043
Threat0.054947287
Severe Toxicity0.012435913
Moderate 0.30136615 Constructive 0.631 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Metropolis (Brampton)
I live in Texas, and I am not in support of our senator or governor selling out to India, that's why every gas station has an Indian inside it, that's why you don't see Latino/ …
I live in Texas, and I am not in support of our senator or governor selling out to India, that's why every gas station has an Indian inside it, that's why you don't see Latino/ Latina owned phone service stores and they were replaced with Indians. That's what our tax dollars are being fed to, and me as a Texan feeling replaced, radicalized, and fed up with the b.s I'm highly considering investing/ building my own compound in the newr future. I love for Pakistan 🇵🇰 I love Bangladesh 🇧🇩 I love Turkey 🇹🇷 I DO NOT love India 🚫 India 🚫
Identity Attack0.316
Insult0.16124763
Profanity0.17987521
Threat0.0138755
Severe Toxicity0.02077355
Low Tox 0.29771072 Constructive 0.767 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
These muslims will love a modern crusade
These muslims will love a modern crusade
Identity Attack0.32184324
Insult0.07238392
Profanity0.09001675
Threat0.05430072
Severe Toxicity0.018578632
Low Tox 0.29771072 Low Con 0.168
Nov 29, 2025 Why Canadians Are Turning Against …
26:36 I love this lady. You bubble what 😂😂😂😂 2 pounds for grapes 😮😱😭😭😭☠️
26:36 I love this lady. You bubble what 😂😂😂😂 2 pounds for grapes 😮😱😭😭😭☠️
Identity Attack0.025002124
Insult0.07270074
Profanity0.17380778
Threat0.04718852
Severe Toxicity0.021419114
Low Tox 0.29771072 Moderate Con 0.393 Humor_Satire
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
LMAO i love that white guy! he's based AF!!
LMAO i love that white guy! he's based AF!!
Identity Attack0.2808415
Insult0.07872037
Profanity0.20592089
Threat0.012751401
Severe Toxicity0.01896597
Low Tox 0.295883 Moderate Con 0.397 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I love how they call them “Brampton drivers” and not Indians haha
I love how they call them “Brampton drivers” and not Indians haha
Identity Attack0.31892163
Insult0.10148193
Profanity0.09260304
Threat0.010188141
Severe Toxicity0.0118255615
Low Tox 0.29039988 Moderate Con 0.361 Humor_Satire
Feb 3, 2026 Inside Canada's Indian Invasion...
Yo, love your channel. Just found it. Been bingeing all day. Keep exposing the truth unapologetically. All with a phone. Crazy, all u need is a good phone cam.
Yo, love your channel. Just found it. Been bingeing all day. Keep exposing the truth unapologetically. All with a phone. Crazy, all u need is a good phone cam.
Identity Attack0.01666154
Insult0.17610447
Profanity0.14578357
Threat0.017674083
Severe Toxicity0.009269714
Low Tox 0.28857216 Constructive 0.533 Meta_Commentary
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
I love the rise of nationalism in this country, you can see it in the comments. Everyone hates these foreigners and wants them out. genuinely can't wait for when the deportations start to kick off. …
I love the rise of nationalism in this country, you can see it in the comments. Everyone hates these foreigners and wants them out. genuinely can't wait for when the deportations start to kick off. We're finally getting to the end of the tunnel it seems
Identity Attack0.30103904
Insult0.0817555
Profanity0.052183274
Threat0.049451493
Severe Toxicity0.011444092
Low Tox 0.28674445 Constructive 0.599 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
We need immigrant we need each other to make a country , no people no country , love each other as a hold person . The hold world is in the because of Trump and …
We need immigrant we need each other to make a country , no people no country , love each other as a hold person . The hold world is in the because of Trump and his hate .
Identity Attack0.0775651
Insult0.23704576
Profanity0.023789622
Threat0.0070552654
Severe Toxicity0.0042915344
Low Tox 0.2855005 Moderate Con 0.48
Aug 25, 2025 Why Canadians Are Turning Against …
Thaaaankyou for speaking the truth, my truth, our truth.... Ive never been racist , i'm in a mixed race marriage. But i AM sick of these people hating, when ive never used the word . …
Thaaaankyou for speaking the truth, my truth, our truth.... Ive never been racist , i'm in a mixed race marriage. But i AM sick of these people hating, when ive never used the word . I love me, you and our country, if you dont, go far far away , please
Identity Attack0.17381613
Insult0.113185234
Profanity0.09195647
Threat0.014566151
Severe Toxicity0.011672974
Low Tox 0.2855005 Constructive 0.753
Aug 27, 2025 Why Canadians Are Turning Against …
Punjabi can't do anything 😂 just talk m about love for motherland
Punjabi can't do anything 😂 just talk m about love for motherland
Identity Attack0.293411
Insult0.110259406
Profanity0.104876526
Threat0.013321015
Severe Toxicity0.01825585
Low Tox 0.2855005 Low Con 0.29 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. …
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. Much love ❤️to everyone, diversity is beuty, unity is amazing. Also these are the same people doing the lower end jobs of your economy, which I don’t wanna get technical, but it seems like this channel just helps create a community for racist or extreme opinions to thrive in. Your government accepted these people for a reason, Unity is good, discrimination is not.
Identity Attack0.23391083
Insult0.15556364
Profanity0.06044999
Threat0.012233571
Severe Toxicity0.013155893
Low Tox 0.2855005 Constructive 0.801 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats …
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats from the north (3) If immigrants didn't buy our inflated GTA houses from us then we might not have had the Golden Retirements (4) The Dutch in South Africa lost their colony because they didn't have adequate immigrants to help them hold the massive land they captured (5) When someone is uprooted and brought here, they work 150 % than the lazy locals to reestablish their lives this is a fact supported by various economic studies and this is what becomes the engine propelling the country's economic growth (6) When the Chinese came from Hong Kong the locals blamed the Chinese for everything. When the Italians out grew locals in Woodbridge the locals blamed them for everything and called them as Mafia . Now you guys are painting the same thing on to Brown People .This is hypocrisy and not a fact !!! ALL OF YOU ARE SETTLER DESENDANTS OR IMMIGRANTS IN CANADA UNLESS YOU ARE A NATIVE MIND THAT !!! and be grateful for this beautiful world and the life you have . Another fact is Second world war was won by English & Allies using massive African and Indian armies. So the freedom we enjoy today in Canada was helped by African and Indian soldiers as well !!! The English simply don't have the numbers win by themselves . BE GREATFUL AND LOVE THIS COUNTRY AND IT'S DIVERSITY PERIOD !!! BELOW IS A SAMPLE OF WHAT IMMIGRANTS ARE DOING TO HELP THE ANGLOSAXONS : Immigrant Oppenheimer - Enabled America win Second World War Immigrant Frank Stronach - Founded Magna Corp Immigrant Andrew Carnegie - Founded United Steel Immigrant Albert Einstein - Enabled America win Second World War Immigrant Shiva Ayyadurai- Invented Email Kevin O'Leary - Irish / Lebanese immigrant Elon Musk- South African immigrant AMERICA RUNS ON IMMIGRANT POWER !!! BE GREATFUL !!!
Identity Attack0.28034934
Insult0.1378885
Profanity0.10549548
Threat0.02682521
Severe Toxicity0.015350811
Low Tox 0.2855005 Constructive 0.716 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I love how we went from tracking caribou to displaced humans
I love how we went from tracking caribou to displaced humans
Identity Attack0.13163337
Insult0.06858205
Profanity0.089693464
Threat0.13616586
Severe Toxicity0.019998873
Low Tox 0.2854971 Moderate Con 0.323 Humor_Satire
Jan 5, 2026 Migrants cross into Canada near …
The [white] interviewer went inside the hindu and sikh temple with an intention to generate more hate towards those communities among white fellas but instead received so much of love and warmth there. Change your …
The [white] interviewer went inside the hindu and sikh temple with an intention to generate more hate towards those communities among white fellas but instead received so much of love and warmth there. Change your thinking and you will start seeing the kindness and beauty of world outside of your imagination.
Identity Attack0.36598656
Insult0.076502606
Profanity0.07740857
Threat0.011612174
Severe Toxicity0.009536743
Low Tox 0.2854971 Constructive 0.566
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Love seeing Canadian cry over them being taken over. They are descendent from French, British rulers that enslaved and colonized other nations.
Love seeing Canadian cry over them being taken over. They are descendent from French, British rulers that enslaved and colonized other nations.
Identity Attack0.2816105
Insult0.15343215
Profanity0.01941724
Threat0.011508608
Severe Toxicity0.008735657
Low Tox 0.2854869 Low Con 0.276
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Love you Tyler. Keep exposing the rot!!
Love you Tyler. Keep exposing the rot!!
Identity Attack0.010137413
Insult0.24493282
Profanity0.1352073
Threat0.013113883
Severe Toxicity0.008468628
Low Tox 0.28548008 Moderate Con 0.406 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
it's just ironic that Indians love their country so much that they want to live in other countries
it's just ironic that Indians love their country so much that they want to live in other countries
Identity Attack0.35624164
Insult0.07745308
Profanity0.05393682
Threat0.0072365063
Severe Toxicity0.009918213
Low Tox 0.28547668 Moderate Con 0.338 Humor_Satire
Jan 27, 2026 59 likes 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.