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 how a GREAT …" 542 comments · Page 7 of 22
Same problem in Panjab....all Panjabis move to Canada...in panjab is a great replacement...Panjab is filled with baye...aka southern biharis...
Same problem in Panjab....all Panjabis move to Canada...in panjab is a great replacement...Panjab is filled with baye...aka southern biharis...
Identity Attack0.3780483
Insult0.26957804
Profanity0.09518933
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.30527395 Moderate Con 0.499 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberal Government Incompetence? No, Think.... Diabolical. Our historically successful immigration program, and the entire Carbon Tax/Credit/Capture system of values "is being abused'' to promote economic STAGFLATION in our nation, by WEF Great Reset Agenda influenced, …
Liberal Government Incompetence? No, Think.... Diabolical. Our historically successful immigration program, and the entire Carbon Tax/Credit/Capture system of values "is being abused'' to promote economic STAGFLATION in our nation, by WEF Great Reset Agenda influenced, Carney/Liberal government design.
Identity Attack0.038683333
Insult0.25404143
Profanity0.08613731
Threat0.0077154995
Severe Toxicity0.007019043
Moderate 0.30514878 Low Con 0.271 Unverified_Claim
Mar 2, 2026 1 likes LILLEY UNLEASHED: The fall of …
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Identity Attack0.12556632
Insult0.24928534
Profanity0.024677763
Threat0.0130621
Severe Toxicity0.0073242188
Moderate 0.30502358 Moderate Con 0.336 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Interviewing Homeless and Pakistani 😅😅. Not a great content to watch.
Interviewing Homeless and Pakistani 😅😅. Not a great content to watch.
Identity Attack0.2808415
Insult0.16780703
Profanity0.038655918
Threat0.008815889
Severe Toxicity0.010986328
Moderate 0.3047732 Moderate Con 0.309 Meta_Commentary
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Keep voting like ret@rded teenagers, it's working great!
Keep voting like ret@rded teenagers, it's working great!
Identity Attack0.024600167
Insult0.26957804
Profanity0.0887236
Threat0.008556974
Severe Toxicity0.009460449
Moderate 0.30439767 Low Con 0.167 Humor_Satire
Sep 30, 2025 IRCC Names India in Study …
Ethnicity - Brampton: South Asian 52%, European 19%, Black 13%, Latin 2%, South East and East Asian 6%, West Asian and Middle East 2%, Indigenous 1% and others European : Others ≈ 1 : 4 …
Ethnicity - Brampton: South Asian 52%, European 19%, Black 13%, Latin 2%, South East and East Asian 6%, West Asian and Middle East 2%, Indigenous 1% and others European : Others ≈ 1 : 4 so approximately one fifth of the Brampton populations are whites. European : SA ≈ 2 : 5 so approximately for every 5 South Asian/Indian there are 2 whites. Brampton you have been successfully invaded by the true East Indian Company @ The Great India 🤣🤣🤣
Identity Attack0.36702603
Insult0.07396803
Profanity0.059948977
Threat0.013269233
Severe Toxicity0.014317908
Low Tox 0.29953843 Moderate Con 0.405
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada …
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada has a great culture. Preserve your culture Preserve your identity Canadian authorities and Native Canadians must make sure that strict civic sense to be followed by every immigrant.Make English language mandatory for every immigrant. Also every brown skinned is not Indians. Many Pakistani and Bangladeshi also tag themselves as Indians. And Indians who want to turn Canada like their homeland they please come back to India if you miss so much your country why to be in foreign land.
Identity Attack0.3817989
Insult0.09563028
Profanity0.044167064
Threat0.010913103
Severe Toxicity0.01159668
Low Tox 0.29405528 Constructive 0.746 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
They can protest as much as they want. The reality is that way too many of them come here to go on welfare + get a social housing + aaaaaaaaaaallllllllllllll the free services: free school, …
They can protest as much as they want. The reality is that way too many of them come here to go on welfare + get a social housing + aaaaaaaaaaallllllllllllll the free services: free school, free healthcare, surgeries, special schools for handicapped kids. The list of free stuff they receive doesn't end. Good deal good deal! That's great for them but terrible for us. All the social housing that we build and pay for are almost exclusively made for immigrants (especially Arabs and Haitians). We Canadians are a nice bunch of suckers. The good old "Let's go to Canada to go on welfare and get social housing" must end.
Identity Attack0.29798782
Insult0.14150882
Profanity0.0741757
Threat0.008815889
Severe Toxicity0.013672344
Low Tox 0.29039988 Constructive 0.607 Unverified_Claim
Nov 23, 2025 2 likes Quebec Ends Economic Immigration Program …
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)
sir this is disinformation sir...all those in video are pakistani sir...indian great people sir
sir this is disinformation sir...all those in video are pakistani sir...indian great people sir
Identity Attack0.32476485
Insult0.24928534
Profanity0.13785136
Threat0.040638234
Severe Toxicity0.023076924
Low Tox 0.2854971 Moderate Con 0.344 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
13:44 - “it is great. It’s like you’re sitting here in your own home town”. That’s exactly the problem. It’s not your dump hole home town. They don’t even care to assimilate. They only serve …
13:44 - “it is great. It’s like you’re sitting here in your own home town”. That’s exactly the problem. It’s not your dump hole home town. They don’t even care to assimilate. They only serve themselves and help themselves.
Identity Attack0.026007013
Insult0.24767025
Profanity0.13608865
Threat0.0071070488
Severe Toxicity0.0077819824
Low Tox 0.2854937 Moderate Con 0.37 Identity_Assertion
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
The country of India have NOT fix is overpopulation problem.. So the people of India will happily flood into other countries, including the United States of America, with Great Numbers.. A clear-cut invasion.. And WEAK …
The country of India have NOT fix is overpopulation problem.. So the people of India will happily flood into other countries, including the United States of America, with Great Numbers.. A clear-cut invasion.. And WEAK Nations trying to play nice, will allow them to..
Identity Attack0.2846865
Insult0.11616662
Profanity0.055940874
Threat0.021472665
Severe Toxicity0.018384963
Low Tox 0.2854903 Low Con 0.212 Fear_Threat
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Well, you Quebec will regret soon, including your economy. These decisions don't work like that. There will be maybe short-term benefits that will turn out against your economy pretty soon. Instead of sit down and …
Well, you Quebec will regret soon, including your economy. These decisions don't work like that. There will be maybe short-term benefits that will turn out against your economy pretty soon. Instead of sit down and see the best way of reducing useless imigrations, you guys are just shutting down plans generically and that will affect economy drastically. Good people, great workers, families that pays their taxes fairly and controbute every day on setvices and as consumers... I don't know man. The government seems to have hurt his legs and is now trying to fix It removing the leg instead of treating It.
Identity Attack0.05976611
Insult0.26957804
Profanity0.036401358
Threat0.008582866
Severe Toxicity0.005645752
Low Tox 0.2854869 Constructive 0.614
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
This will instill hatred towards Indians in Canadians and ruin what could've been a great relationship for many generations. Good job, Liberals.
This will instill hatred towards Indians in Canadians and ruin what could've been a great relationship for many generations. Good job, Liberals.
Identity Attack0.316
Insult0.082372494
Profanity0.025634222
Threat0.012906751
Severe Toxicity0.0075531006
Low Tox 0.2854835 Moderate Con 0.364
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's …
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's appalling to see how our beautiful first world country is quickly becoming a gutter. The newcomers these days are the privileged ones. All of us need to speak up, especially those of us immigrants who retain our original accents &/ non-white because our white fellow Canadians are accused of being racist whenever they do (though many could learn to be more eloquent. ie. go back to your country does NOT help)! I see it as my Canadian duty to remind "misbehaving" newcomers the reason they left their country in the first place. ie. You chose Canada for a better life, so why try to change it into the one you left? ie. Help me understand your logic? Why not leave your hate & war at the border; just like normal folks won't bring stinky garbage into their new homes. Life is challenging enough when you uprooted to a new country (especially our unforgiving cold Winter). So, just focus on the positive things in your new country & leave all your miseries behind... ie. Learn to adapt & enjoy your new country. Canada is a great country because of the love & effort of those before you, so now you are the beneficiary. Join the legacy by enhancing this beautiful country & its culture, so you can pass on this century old legacy for later newcomers to enjoy, like you do now. What dignity do you have & what kind of life lessons to your children by bullying your culture & religion into Canada at the expense of other Canadians? This will fracture Canada if everyone does that. Do you want this country to become so fractured & terrible that your descendants have to leave for a better country, like you did? Is that what your religion teaches you? Does it state it's perfectly fine to satisfy all your whims & wishes at the expense of others? Are you striving for Canadians to think badly of your race/culture? Are you being a good ambassador to your race/community/culture/religion? Canadians are so friendly & helpful, if you need help, just ask, please don't demand. Learn the language & it's ok to speak broken/pigeon English with gestures to communicate. No one expects you to be an English scholar; you gain respect for trying. Apply some basic Canadians manners, which goes a long way... Please & Thank You, Smile doesn't cost you anything, besides it's good exercise for your facial muscles. I worked my entire career with the public, I very seldom encounter negative feedback when I do the above. If they get nasty, I tell them that's definitely not the Canadian way to make friends & wish them Good Luck! I also make a point in telling the wealthy ones "Tax Avoidance is legal (I'm more than happy to show them), but Tax Evasion is not! Then reminding them....Canada will be bankrupt eventually if everyone don't pay their fair share of taxes. ie. You may not suffer, but your children/grandchildren will. Worst Case scenario, you didn't get the necessary medical care when you most needed it!!! We should lobby for a mandatory course that all newcomers have to take & PASS a test about Canadian culture & expectations. If they fail, no citizenship for sure! But that would be another hornets nest because our parliament will debate over definition of "Canadian Culture" for decades. Welcome to Canada!😂
Identity Attack0.29798782
Insult0.1669316
Profanity0.028776871
Threat0.008039144
Severe Toxicity0.008392334
Low Tox 0.28547668 Constructive 0.831
Sep 12, 2025 Why Canadians Are Turning Against …
Thank you for exposing this!!!! Canada's liberal government has sold out and destroyed this once great country
Thank you for exposing this!!!! Canada's liberal government has sold out and destroyed this once great country
Identity Attack0.13163337
Insult0.16831873
Profanity0.018597418
Threat0.015429466
Severe Toxicity0.0065231323
Low Tox 0.28547668 Moderate Con 0.431 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
I was like "great I can watch this while I'm eating" but then realized the video is about Indians and my stomach just isn't ready for it.
I was like "great I can watch this while I'm eating" but then realized the video is about Indians and my stomach just isn't ready for it.
Identity Attack0.32184324
Insult0.077136256
Profanity0.11539881
Threat0.018710058
Severe Toxicity0.014511578
Low Tox 0.28547668 Moderate Con 0.457 Humor_Satire
Jan 27, 2026 41 likes Inside Canada's Indian Invasion...
Now you understand why criminal activities have been increased!!! Find those criminals and deport them. Make Canada great again!
Now you understand why criminal activities have been increased!!! Find those criminals and deport them. Make Canada great again!
Identity Attack0.08749158
Insult0.16875735
Profanity0.015557245
Threat0.064969026
Severe Toxicity0.0074386597
Low Tox 0.28087774 Low Con 0.272 Fear_Threat
Oct 20, 2025 IRCC Names India in Study …
Many indians are great, some are not. Their population crisis should not become a Canadian problem problem. You are delusional thinking everyone wants to go to the USA. Funny guy..
Many indians are great, some are not. Their population crisis should not become a Canadian problem problem. You are delusional thinking everyone wants to go to the USA. Funny guy..
Identity Attack0.2803029
Insult0.15556364
Profanity0.022696527
Threat0.0069516995
Severe Toxicity0.0061798096
Low Tox 0.28087774 Low Con 0.26 Policy_Critique
Jan 30, 2026 4 likes Inside Canada's Indian Invasion...
Send em back. Hurry up about it please. ✌️ Great video though Bro, well done. Hit the nail on the head ✌️
Send em back. Hurry up about it please. ✌️ Great video though Bro, well done. Hit the nail on the head ✌️
Identity Attack0.020681098
Insult0.06023245
Profanity0.09098661
Threat0.34804323
Severe Toxicity0.01825585
Low Tox 0.27975297 Constructive 0.502
Sep 11, 2025 Why Canadians Are Turning Against …
That white guy is great , he can have a show of his own 😂
That white guy is great , he can have a show of his own 😂
Identity Attack0.2803029
Insult0.06582214
Profanity0.09775851
Threat0.011586283
Severe Toxicity0.0118255615
Low Tox 0.27975297 Low Con 0.269 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
This is a great mini doc that takes time to hear out all sides. It's interesting how white immigrants see themselves on a higher tier, the Polish guy was saying Indian immigrants all get hotels- …
This is a great mini doc that takes time to hear out all sides. It's interesting how white immigrants see themselves on a higher tier, the Polish guy was saying Indian immigrants all get hotels- totally untrue! If you compare how the anti-immigrant ppl are speaking vs the immigrants you can see which side the hatred is coming from. I like when the Sikh temple leader tells him we see eachother as the same, we are all human- this strongly counters the thoughts ppl have on Indians clinging to their own. Ofc not all think like him
Identity Attack0.31307843
Insult0.113185234
Profanity0.08128801
Threat0.013269233
Severe Toxicity0.010375977
Low Tox 0.27525392 Constructive 0.831
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian. If they're so hard working and so great, why did they not stay …
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian. If they're so hard working and so great, why did they not stay home to fix up their own country?
Identity Attack0.32184324
Insult0.083112895
Profanity0.024131214
Threat0.009204263
Severe Toxicity0.010681152
Low Tox 0.27236435 Moderate Con 0.316 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there …
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there in the future we absolutely MUST have immigration. In my family we had 11 girls born 1994-2006. Exactly 2 of these women are moms and they have 1 kid. That’s called population collapse. Any economy to continue prospering needs a continual supply of new workers paying taxes. White people ain’t doing it. Whether it’s Indians in Canada or Hispanics in the US, we need these people. These immigrant communities also practice the principles that made America/ Canada great. Faith family and community. Anyone heard of the recent trend in America of kids in their 20s-40s want to divorce their PARENTS??? Yeah it’s a thing. I bet there’s not a whisper of that garbage in immigrant communities. I’m all for it. We need these people. And that’s the plain truth.
Identity Attack0.29188538
Insult0.083359696
Profanity0.057443913
Threat0.0097738765
Severe Toxicity0.010223389
Low Tox 0.27047762 Constructive 0.721
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm done being quiet too. Im not racist, I dont hate people because their skin color isnt white like mine, Im happy to have immigrants here if they are willing to integrate like the previous …
I'm done being quiet too. Im not racist, I dont hate people because their skin color isnt white like mine, Im happy to have immigrants here if they are willing to integrate like the previous generations have. We arent having kids because unlike other countries, we want to put kids first, and its irresponsible to have children when our economy is unaffordable to have them. I dont have any of that so called "white privilege" i always hear about. I grew up where I couldnt shower for days at a time, went to bed and school hungry. I'm exhausted from being labeled a terrible person when I condemn racists and the past actions, but its never good enough because im white. We have culture, Canada has culture. You just dont hear us talk about it cuz we get labeled racist for talking about it. We need to stand shoulder to shoulder if we want change in this country. I dont get why here its acceptable to come illegally, leech our resources without contributing to society and disrespect us, yet if we were to do the same its disrespectful. Well it is disrspectful. I wouldnt move to a country without learning the language, at least enough to get by, learning their culture, their values, their way of life, and ASSIMILATE like everyone has done before. NO more being quiet, no more being afraid of standing up for myself. Make Canada Great Again!
Identity Attack0.2854555
Insult0.08508729
Profanity0.11725569
Threat0.010628296
Severe Toxicity0.013349563
Low Tox 0.26859093 Constructive 0.797
Sep 8, 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.