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: "This is even more of …" 1,418 comments · Page 35 of 57
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone …
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone from a 3rd world country. At the end of the day no one even knows you Michelle.
Identity Attack0.10235514
Insult0.14331897
Profanity0.016547862
Threat0.006479179
Severe Toxicity0.004081726
Low Tox 0.2330714 Moderate Con 0.389
Oct 1, 2025 IRCC Names India in Study …
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to …
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to speak English what is she studying for she said she don't know, she just pick any random course just to get work permit and PR. My work place is worst now compared to before
Identity Attack0.22859548
Insult0.08582769
Profanity0.07255927
Threat0.007961469
Severe Toxicity0.007247925
Low Tox 0.2330714 Constructive 0.65 Personal_Narrative
Sep 29, 2025 88 likes IRCC Names India in Study …
My life has been ruined as a millennial! I won’t even have a career with a Canadian graduate study degree. 😢
My life has been ruined as a millennial! I won’t even have a career with a Canadian graduate study degree. 😢
Identity Attack0.18158256
Insult0.070799805
Profanity0.020168742
Threat0.010447056
Severe Toxicity0.0059509277
Low Tox 0.23271075 Moderate Con 0.39 Personal_Narrative
Oct 27, 2025 IRCC Names India in Study …
It’s crazy these people move from India to Canada and still don’t even want to stay in Canada 😭
It’s crazy these people move from India to Canada and still don’t even want to stay in Canada 😭
Identity Attack0.18002926
Insult0.08831572
Profanity0.03239325
Threat0.006861079
Severe Toxicity0.0051879883
Low Tox 0.23271075 Moderate Con 0.31 Identity_Assertion
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
i am from india even i think brampton so bad. i pay 450 month for bed and there are 16 people in basement with me
i am from india even i think brampton so bad. i pay 450 month for bed and there are 16 people in basement with me
Identity Attack0.13805299
Insult0.0654725
Profanity0.07611542
Threat0.010291707
Severe Toxicity0.0064849854
Low Tox 0.23235008 Moderate Con 0.496 Personal_Narrative
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in …
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in worked hard and didn’t cause trouble, most importantly they intergrated. But something changed with this new wave of immigration. They don’t integrate, they don’t work, they want to cha ge the country and religion. They don’t seem to even like Brit’s 😂. It’s a sad situation. Govt has clearly done this on purpose so the natives have to fight for scraps by bringing in desperate people
Identity Attack0.2331515
Insult0.0836065
Profanity0.08840031
Threat0.008440462
Severe Toxicity0.010375977
Low Tox 0.23198941 Constructive 0.753 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
even the people from india dont want to be in india anymore make it make sense bruh
even the people from india dont want to be in india anymore make it make sense bruh
Identity Attack0.2700233
Insult0.05027775
Profanity0.044668075
Threat0.010757755
Severe Toxicity0.0077438354
Low Tox 0.23162876 Low Con 0.143 Humor_Satire
Jan 28, 2026 11 likes Inside Canada's Indian Invasion...
Canadians! Arm yourselves now! This administration is capable of absolutely everything. And if Vance takes over, he’s even more dangerous than Trump.
Canadians! Arm yourselves now! This administration is capable of absolutely everything. And if Vance takes over, he’s even more dangerous than Trump.
Identity Attack0.04512853
Insult0.1378885
Profanity0.016411226
Threat0.04098356
Severe Toxicity0.0051498413
Low Tox 0.23090743 Low Con 0.185 Fear_Threat
Jan 3, 2026 New rules, regulations take effect …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many - and the blame goes on both the provincial conservatives and federal liberals. The tuition freeze in Ontario caused colleges and universities to treat foreign students as an ATM to balance their budgets. Foreign enrollments skyrocketed, especially in colleges, with students paying top dollar for dubious degrees with no job prospects. This put strains on the job market, and the housing/rental market. As an educated Indian-American who now lives in Canada, it pains me to see my fellow countrymen dominating Uber, Uber Eats, Bicycle food delivery and Tim Hortons. No one uproots everything in their home country and comes all the way for this. Most of these people are here legally and they work really hard. A last word - leaving aside the Khalistan issue that has caused a wedge between Hindus and Sikhs - the Indian diaspora, especially the Sikh, are amazing in the amount of charitable work that they do. Their concept of seva is unmatched. No one goes hungry when there is a Gurdwara around, as there is always free nutritious food. Same is true for temples. Even a young poor Steve Jobs ate at Iskcon temples. Last point - while some of Canada's problems are because of excessive immigration, Canada would be nothing without immigrants. The population would decline, with a native fertility rate of under 1.4, and entitlement programs would be in deep trouble.
Identity Attack0.14019285
Insult0.123407245
Profanity0.016752819
Threat0.007586042
Severe Toxicity0.004787445
Low Tox 0.23090743 Constructive 0.813
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a …
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a law were if just one of your family members stayed in Canada for 3 years all of their family will become citizens without ever stepping into the country and people can now bring over their elderly parents also they get 83 thousand dollars a year they used the system against us arranged marriages...
Identity Attack0.22783615
Insult0.082372494
Profanity0.020032106
Threat0.007068211
Severe Toxicity0.005874634
Low Tox 0.23090743 Constructive 0.578 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country to be a doctor and I wanna leave my country (because no opportunities ) and move to a better and a safer country where I’m respected as a woman , which my country fails to . Now , I have to give a lot of exams and fill up a lot of visa requirements to be in any better country and I’m absolutely fine with it . But I’m not fine with the fact that countries like Canada , Australia , uk etc are immigrating people from India who are not educated , don’t wanna assimilate, with very eased up visa requirements, easy pr facilities because these countries want cheap labor and when these bottom of barrel uneducated folks move to another country they do shady businesses , start making huge communities of similar people having similar views and this leads to chaos and a backlash , racism on a particular ethnicity, stereotypes and so and so . I’m not saying my people aren’t flawed , they are but why the government is so easy in immigrating uneducated uncouth people from 3rd world countries where even these people wouldn’t be hired in some great companies or give anything great to build a valuable society , why people who are talented and literally would assimilate, has respect , is educated literally would bring a change for better is sidelined or toughened up their immigration process ? I might come off as very rude and jealous by my comment and actually im kinda jealous but I really wanna know and I observed this pattern a lot . All educated people wanting to move out are struggling while these kinda are just migrating so so easily and most even have permanent residencies WHAT ???
Identity Attack0.17614605
Insult0.076185785
Profanity0.13256322
Threat0.013579931
Severe Toxicity0.012283325
Low Tox 0.22980402 Constructive 0.778 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, …
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, and I visit many nursing and retirement homes. It feels extremely disrespectful when immigrant workers speak only in their own languages even when others around them don’t understand. Just a few days ago, I was in a park and witnessed someone spitting red tobacco all over a tree trunk. This kind of behaviour is unacceptable in Canada. We came here for better opportunities and a better life, so it should be our responsibility to respect the culture and the public spaces here. I genuinely believe the government needs to be stricter about who they allow in. Canada doesn’t need people who refuse to integrate or who create a nuisance in public. Diversity is about sharing and respecting each other, not about ignoring Canadian values or lowering public standards. If someone is not willing to respect this country and its culture, then maybe Canada is not the place for them.
Identity Attack0.20878418
Insult0.08582769
Profanity0.03464781
Threat0.0091524795
Severe Toxicity0.005645752
Low Tox 0.22579013 Constructive 0.764
Aug 25, 2025 111 likes Why Canadians Are Turning Against …
Took my parents 6-7 years to get to Canada, legally, approximately 35 years ago. How do these people come as students, then take jobs from citizens, and then sponsor their family members who can't even …
Took my parents 6-7 years to get to Canada, legally, approximately 35 years ago. How do these people come as students, then take jobs from citizens, and then sponsor their family members who can't even contribute to our society. Literally putting a burden on all the systems. The government not patching this loophole has fked us up. You come to study, then do that and go back.
Identity Attack0.019676208
Insult0.08508729
Profanity0.22792831
Threat0.007314181
Severe Toxicity0.006790161
Low Tox 0.22579013 Constructive 0.619 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Identity Attack0.17614605
Insult0.08533409
Profanity0.06295506
Threat0.0077802283
Severe Toxicity0.0062179565
Low Tox 0.22579013 Constructive 0.538 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The liberals have even broke their compatriots.
The liberals have even broke their compatriots.
Identity Attack0.07591068
Insult0.08212569
Profanity0.035649836
Threat0.020954676
Severe Toxicity0.0044059753
Low Tox 0.22579013 Low Con 0.168 Policy_Critique
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even …
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even being investigated and in fact, are bankrolling the invasion.
Identity Attack0.031980325
Insult0.15343215
Profanity0.016547862
Threat0.008323951
Severe Toxicity0.0033950806
Low Tox 0.22445217 Moderate Con 0.419 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Why not make it affordable for Canadian women to have more than 1 child? Why bring Muslim women who don't work or pay taxes while paying them $700 plus per child, to have several children …
Why not make it affordable for Canadian women to have more than 1 child? Why bring Muslim women who don't work or pay taxes while paying them $700 plus per child, to have several children and $1950 per adult...so a refugee family with 3 children gets $6000 to live on not even working...when 2 working Canadians often don't earn that each working full time and have to pay taxes and child care for each child they have.
Identity Attack0.28034934
Insult0.061801232
Profanity0.013200258
Threat0.0064985976
Severe Toxicity0.004386902
Low Tox 0.22445217 Moderate Con 0.468
Aug 31, 2025 5 likes Why Canadians Are Turning Against …
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. …
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. And their daughters alone side them. And their are never arrested. These people have disappeared of the internet 6-8 yrs ago and are popping up in small towns and even smaller villages along the highway. Parking on private property access roads for fires and picnics with there kids. I have seen it first hand all over lanark county and across the east end heading out to Embrun and east towards Plantagenet. And for anyone to deny this..it's because you live in a bubble and never leave the city. Can't goto the Ottawa River anywhere without seeing people bathing in the runoff from our fields and confronting locals tell them to stop trashing out forest and community . All the while throwing garbage into the river and bushes wherever they stop to get out of their cars. These Indians and Muslims do not care about the rules or our country. The Immigrants have over run the country and will not leave peacefully. Ask them yourself if they will. I bet they stand defiantly in your face and tell you "no". Even when they legally do not belong here. This will cause a civil war soon enough. Canada wants it's country back. And they will get it back from the liberals and their foreign army of vagrant, Canadian hating deciples. The time of the liberals has come to and end. Canada will be great again and the liberals will be back at the bottom where they belong. Especially after what they've done to the country and its people. Disgusting that no one has done it YET!!
Identity Attack0.22631748
Insult0.083359696
Profanity0.055940874
Threat0.03373172
Severe Toxicity0.008354187
Low Tox 0.22445217 Constructive 0.597
Sep 28, 2025 1 likes IRCC Names India in Study …
I am a hindu Indian immigrant. I had come to this country tobhave some peaceful life. But these days there is no peace, hardly any Canadian culture visible. I go to a beautiful park in …
I am a hindu Indian immigrant. I had come to this country tobhave some peaceful life. But these days there is no peace, hardly any Canadian culture visible. I go to a beautiful park in the evening... And it looks like I have come to either Africa, or middle-Eastern country.. Or I have gone back to india again..
Identity Attack0.28034934
Insult0.061801232
Profanity0.024472807
Threat0.0074436385
Severe Toxicity0.0074005127
Low Tox 0.22445217 Constructive 0.554 Personal_Narrative
Aug 25, 2025 60 likes Why Canadians Are Turning Against …
Bro sound they cant hold a job but he doesnt even have a car LOL buddy riding a bike in the dead of winter
Bro sound they cant hold a job but he doesnt even have a car LOL buddy riding a bike in the dead of winter
Identity Attack0.010951365
Insult0.0670459
Profanity0.069969244
Threat0.025961896
Severe Toxicity0.0077056885
Low Tox 0.22311419 Low Con 0.237 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a …
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a takeover of Canada with the assistance of quisling politicians. The very ones he votes for by-the-way. Kali is funded by rich Indian billionaires. End-game 2100. When Canada be little more than offshore state of India. Well recently his son was laid off from his job. Replaced by a lower paid Indian worker as prophesied would gradually happen to native workers by whoever outed Project Kali four decades back. Low & behold his lad is now looking to move overseas. Surprise, surprise. My mate has become a big believer in Project Kali. Now even wants an Alberta free of Ottawa.
Identity Attack0.14661247
Insult0.1469393
Profanity0.026454043
Threat0.009955117
Severe Toxicity0.0061798096
Low Tox 0.22311419 Constructive 0.529 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It's because Indian culture is pretty distant from the Western culture, even Asians, Africans, Arabs, Latinos could assimilate if they're educated and progressive enough but for Us it's pretty hard as we don't really have …
It's because Indian culture is pretty distant from the Western culture, even Asians, Africans, Arabs, Latinos could assimilate if they're educated and progressive enough but for Us it's pretty hard as we don't really have a common ground. Despite preaching 'World is one family' we aren't really inclusive.We like to be the frog of the well & those who does they usually act entitled or annoying. As a Bengali Indian that's what I observe after past 3 years of living in Dubai where Indian immigrants make 40% of it's population.
Identity Attack0.2783691
Insult0.082866095
Profanity0.07320584
Threat0.009566744
Severe Toxicity0.00831604
Low Tox 0.21642438 Constructive 0.706 Personal_Narrative
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
There are more Chinese people in Canada than there are Indians... when's that video coming? It's funny cuz bro even interviewed people at the Chinese mall in Brampton
There are more Chinese people in Canada than there are Indians... when's that video coming? It's funny cuz bro even interviewed people at the Chinese mall in Brampton
Identity Attack0.27914262
Insult0.053791173
Profanity0.02433617
Threat0.0079873605
Severe Toxicity0.00541687
Low Tox 0.21642438 Moderate Con 0.469 Question
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
i hate how these reporters and "news" outlets report on these people as if they are being ejected into the outer space with no oxygen... her life will continue... where she is meant to be …
i hate how these reporters and "news" outlets report on these people as if they are being ejected into the outer space with no oxygen... her life will continue... where she is meant to be and if thats in her home country , so be it , its a luxury that she even lived anywhere else , many other people dont get that luxury or chance AND it is NOT on the host nation to keep you infinitely because you like it there.
Identity Attack0.040745795
Insult0.08558089
Profanity0.039407436
Threat0.010421164
Severe Toxicity0.005455017
Low Tox 0.21642438 Constructive 0.593 Policy_Critique
Feb 21, 2026 Canada's tighter immigration policy divides …
I SEE YOU HAVE SOME JEWLERIES, THAT COST MONEY, I DON'T EVEN BUY !!!!!!!!!!!
I SEE YOU HAVE SOME JEWLERIES, THAT COST MONEY, I DON'T EVEN BUY !!!!!!!!!!!
Identity Attack0.006363631
Insult0.06023245
Profanity0.027820412
Threat0.007598988
Severe Toxicity0.007019043
Low Tox 0.21508642 Low Con 0.18
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.