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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 #}

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Active: "How did we get to …" 2,660 comments · Page 43 of 107
Round them all out and deport them home with fines'.. . They should be banned from getting back. Asylum seekers from student permit should be flagged -because its fraud. This should never been considered. Send …
Round them all out and deport them home with fines'.. . They should be banned from getting back. Asylum seekers from student permit should be flagged -because its fraud. This should never been considered. Send them home.
Identity Attack0.23846684
Insult0.18107465
Profanity0.024609445
Threat0.13582869
Severe Toxicity0.013607788
Moderate 0.3245134 Low Con 0.28 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
GET THAT BIKE GUY A SEAT IN THE SENATE
GET THAT BIKE GUY A SEAT IN THE SENATE
Identity Attack0.019977676
Insult0.3388922
Profanity0.06295506
Threat0.009540852
Severe Toxicity0.007133484
Moderate 0.32397532 Low Con 0.195 Call_To_Action
Mar 3, 2026 Inside Canada's Indian Invasion...
I don’t get any of this. These Canadians are whining about immigrants. If you’re not native, then you’re an immigrant.
I don’t get any of this. These Canadians are whining about immigrants. If you’re not native, then you’re an immigrant.
Identity Attack0.36803186
Insult0.1935001
Profanity0.02932342
Threat0.0064727063
Severe Toxicity0.0076293945
Moderate 0.3234372 Moderate Con 0.35
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The government offer death by maid. They are a death cult. They do not care about humanity. This became apparent with the globalist lockdowns for a cold. The plan get as many needles with the …
The government offer death by maid. They are a death cult. They do not care about humanity. This became apparent with the globalist lockdowns for a cold. The plan get as many needles with the weapon they could. This weapon attacked fertility for those who took it. Also attacked health on an extremely high scale. How many are not breathing now because they got it?
Identity Attack0.053399716
Insult0.15840563
Profanity0.0864606
Threat0.29519764
Severe Toxicity0.017481172
Moderate 0.3234372 Moderate Con 0.382 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Ya sorry, bye! We need to get back our Christian values and I’d like to go into a store, bank, restaurant and not be the white minority thank you very much! I’d like to understand …
Ya sorry, bye! We need to get back our Christian values and I’d like to go into a store, bank, restaurant and not be the white minority thank you very much! I’d like to understand the person on the other end of the phone once in awhile when I call for help! No more “pro Palestinian “ protests etc etc . Enough is enough. If I wanted to live in the Middle East…I’d go there!
Identity Attack0.3817989
Insult0.08459369
Profanity0.05017922
Threat0.012026439
Severe Toxicity0.014317908
Moderate 0.3234372 Constructive 0.608 Identity_Assertion
Jan 16, 2026 2.9 million Canadian temporary visas …
MANAGEMENT AND CASTE BASED RESERVATION is the ROOT cause of all system collapse in INDIA .... 😡😡😡😡 -------------------------------------- 👉👉Why not only TWO quota in India.. [Government school quota (with non creamy certificate) AND private school …
MANAGEMENT AND CASTE BASED RESERVATION is the ROOT cause of all system collapse in INDIA .... 😡😡😡😡 -------------------------------------- 👉👉Why not only TWO quota in India.. [Government school quota (with non creamy certificate) AND private school quota] .. 🤔 ♦️Why insulting students by giving caste quota 😑 📌[ Read the above statement again and again ]👆 👉👉Caste quota is used again and again by the SAME FAMILY who developed using the caste quota..How the caste quota is going to help the POOR students from the SAME caste .. 😡😡😡😡 -------------------------------------- 🏮Caste quota in Tamilnadu is [ 69 % ] 😡 🏮Merit is a JOKE in India 🤣🤣🤣🤣 📌👉👉 In India LESS than - [ 30 % ] - (FC & BC) use ONLY Brain and HARD WORK to get a degree 😮 The rest around - [ 70 % ] - also use.. 1. MONEY (MANAGEMENT QUOTA) 2. CASTE QUOTA ( MBC & SC & ST ) 😡😡😡😡😡😡😡😡 ------------------------------------- 👉👉 Also.. DON'T sell seats using MANAGEMENT QUOTA .. Government should take control of all PRIVATE colleges seat admission ... Give the seat to those who have the marks and let them pay with interest when they go to the job.. to the studied private college.. ♦️( Give the seat to those who have the brain NOT to those who have the money) 😡😡😡😡 📌📌 Getting a degree solely depends on BRAIN .... [ MONEY and CASTE has NO place in it ].. 😡😡😡😡
Identity Attack0.32184324
Insult0.26957804
Profanity0.16403814
Threat0.058180105
Severe Toxicity0.06225512
Moderate 0.3234372 Moderate Con 0.475 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I am immigrant here in canada alberta I came here legally, I get my citizenship legally and I dont beg or protesting to get my PR or citizenship, I follow the rules of canada. But …
I am immigrant here in canada alberta I came here legally, I get my citizenship legally and I dont beg or protesting to get my PR or citizenship, I follow the rules of canada. But this people is doing everything that they could illegally just to stay in canada disgraceful
Identity Attack0.23239216
Insult0.26957804
Profanity0.048425674
Threat0.0075083673
Severe Toxicity0.0075149536
Moderate 0.3234372 Constructive 0.598 Personal_Narrative
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
🩸🩸🩸🩸true Most of these not to bring ,unite people Condemn People ,that's not racism People like ALEX the reality and others can see missionary tricks 😅😅😅😅 To promote hate on innocent's just because we don't …
🩸🩸🩸🩸true Most of these not to bring ,unite people Condemn People ,that's not racism People like ALEX the reality and others can see missionary tricks 😅😅😅😅 To promote hate on innocent's just because we don't accept Jesus died for our sins🩸🩸🩸🩸🩸 His face ,Alex ,you sound like .. Leave it to people who has those skills and manners to teach people,who can give proper advice , eductate in a way in gets into our mind ,,you are .....not Those Promote your biz somewhere And I know from where you come and Many of my friends hated others just because don't believe Jesus was hung on cross and sacrificed his blood for our sins 🩸🩸🩸
Identity Attack0.16159154
Insult0.25007802
Profanity0.05393682
Threat0.009437286
Severe Toxicity0.014705247
Moderate 0.3234372 Constructive 0.651
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Educate your people of India most of them going here did falcification of documents fraud getting a job that doesn't know either.
Educate your people of India most of them going here did falcification of documents fraud getting a job that doesn't know either.
Identity Attack0.316
Insult0.24928534
Profanity0.062454045
Threat0.00951496
Severe Toxicity0.012283325
Moderate 0.3234372 Low Con 0.248 Unverified_Claim
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Before IRCC could take any actions for these frauds, those frauds get married and get pregnant so they can sponsor their parents on a grandparent express visa system using a newborn childs canadian birth certificate …
Before IRCC could take any actions for these frauds, those frauds get married and get pregnant so they can sponsor their parents on a grandparent express visa system using a newborn childs canadian birth certificate 😂😂😂😂😂😂as visa document
Identity Attack0.084182754
Insult0.30797598
Profanity0.034146797
Threat0.009100696
Severe Toxicity0.009536743
Moderate 0.32289913 Low Con 0.276
Sep 27, 2025 1 likes IRCC Names India in Study …
Lets put together a collection of videos to spread more division -that helps. 🙄 You hate it so much? Go ahead, find a better country. It's channels like this that feed into the hate just …
Lets put together a collection of videos to spread more division -that helps. 🙄 You hate it so much? Go ahead, find a better country. It's channels like this that feed into the hate just to get views.
Identity Attack0.10221587
Insult0.1342682
Profanity0.12096943
Threat0.021300001
Severe Toxicity0.012359619
Moderate 0.32289913 Moderate Con 0.305
Aug 26, 2025 Why Canadians Are Turning Against …
Can we get some white immigrants?
Can we get some white immigrants?
Identity Attack0.3780483
Insult0.07301756
Profanity0.07805514
Threat0.013010317
Severe Toxicity0.01412424
Moderate 0.32236105 Low Con 0.254
Jun 24, 2025 3 likes How Canada broke its immigration …
They should deport all asylum seekers if they want to save Canada cause they do nothing still get money and all other benefits same as Canadian would get, infact they get more benefits. Problem isn’t …
They should deport all asylum seekers if they want to save Canada cause they do nothing still get money and all other benefits same as Canadian would get, infact they get more benefits. Problem isn’t the international students the real problem is illegal immigrants
Identity Attack0.37507164
Insult0.15911613
Profanity0.019963788
Threat0.014048163
Severe Toxicity0.009994507
Moderate 0.32236105 Moderate Con 0.393
Aug 25, 2025 Why Canadians Are Turning Against …
Get these ppl out of here
Get these ppl out of here
Identity Attack0.12208464
Insult0.15236975
Profanity0.08355101
Threat0.059796512
Severe Toxicity0.011367798
Moderate 0.32236105 Low Con 0.266
Jan 27, 2026 Inside Canada's Indian Invasion...
im an indian residing in canada and the problem at hand by immigrants from my country is they push their culture into a country thats not home like its so annoying that people cant respect …
im an indian residing in canada and the problem at hand by immigrants from my country is they push their culture into a country thats not home like its so annoying that people cant respect places and customs and the other part of the group who dont contribute to that tomfoolery also get blamed for the actions of the inconsiderate few .PEOPLE, RESPECT THEIR COUNTRY AND THEY WILL RESPECT US its really not that hard
Identity Attack0.2846865
Insult0.24928534
Profanity0.07126612
Threat0.007365964
Severe Toxicity0.0126394415
Moderate 0.32236105 Constructive 0.649
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
2.9 million housing issues have been resolved for some homeless Canadians. There is a shortage of high-school science teachers. Students have to wait more than a year to get grade 11 physics and other science …
2.9 million housing issues have been resolved for some homeless Canadians. There is a shortage of high-school science teachers. Students have to wait more than a year to get grade 11 physics and other science courses like biology. I think 2.9 million would free up some classes. It's kind of difficult to make doctors in Canada, if you don't have your high-school science. I hope this will free up the healthcare system because it is pure garbage. I have been waiting a year and a half for a surgery! Joke Government. Corrupt and Incompetent! Polygraph, Audit, Drug Test all of Government!! It's a DISGRACE!!
Identity Attack0.04951127
Insult0.3388922
Profanity0.07126612
Threat0.007197669
Severe Toxicity0.0062561035
Moderate 0.32236105 Constructive 0.699 Policy_Critique
Feb 15, 2026 2.9 million Canadian temporary visas …
Its crazy too because 10 years ago we loved immigrants when it was done properly and a an acceptable rate. Now actual indians are getting a bad rep
Its crazy too because 10 years ago we loved immigrants when it was done properly and a an acceptable rate. Now actual indians are getting a bad rep
Identity Attack0.36702603
Insult0.1798321
Profanity0.16031636
Threat0.009592636
Severe Toxicity0.0128976675
Moderate 0.32236105 Moderate Con 0.482 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
We dont need a single international student or study permit type of fellow. Get them all out and close the doors to new entries. The indians who have done this process illegaly , you have …
We dont need a single international student or study permit type of fellow. Get them all out and close the doors to new entries. The indians who have done this process illegaly , you have ruined the reputation of all south asians all around canada with your behaviour and lack of care for this country. You used to need to be fully educated and have money in hand to be CONsIDERED for immigration in the past. Its a joke now
Identity Attack0.36702603
Insult0.17361937
Profanity0.022901481
Threat0.010447056
Severe Toxicity0.011444092
Moderate 0.32182294 Moderate Con 0.433
Oct 6, 2025 IRCC Names India in Study …
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who …
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who sit in malls, stand at streetcorners, wander and sleep in our parks. I no longer feel safe walking my dog. I am told to take my fnnn dog off the road. It's their road. Like he!!. My family came here as immigrants, paid their own way, bought real estate and never ever asked anyone for help. We even had to pay for our own healthcare before the NDP eventually intoduced national healthcare. And don't kid yourself, the refugee you find to get freebees off the Canadian taxpayers are not always poor. They keep their investments in Swiss, German, UK and US banks. Canadians are way too laid back and let this happen.
Identity Attack0.34324843
Insult0.24561718
Profanity0.10240069
Threat0.009955117
Severe Toxicity0.017287504
Moderate 0.32182294 Constructive 0.629 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
If It's Not Racism To not turn To Turn to India , So Its also racist To come in our country And Get Views and Say Dirty About our country ,And Having a 50 Rupees …
If It's Not Racism To not turn To Turn to India , So Its also racist To come in our country And Get Views and Say Dirty About our country ,And Having a 50 Rupees Budget
Identity Attack0.31307843
Insult0.25602314
Profanity0.12158839
Threat0.013424582
Severe Toxicity0.02296847
Moderate 0.32128486 Low Con 0.216 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Canadians im coming there too, i am a British Sikh man. But i have no intentions on living in Brampton or any other densely populated city with Indians and Muslims. Canada is going to soon …
Canadians im coming there too, i am a British Sikh man. But i have no intentions on living in Brampton or any other densely populated city with Indians and Muslims. Canada is going to soon get a large influx of British Indian's, because the Muslim's are taking over the government. I plan to get out before we are prevented from leaving. BC, middle of knowhere 😍
Identity Attack0.4006267
Insult0.11616662
Profanity0.04516909
Threat0.011974656
Severe Toxicity0.014511578
Moderate 0.32128486 Constructive 0.539
Nov 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro is getting money off rage baiting his racist followers. I used to think the scam pranks were funny then noticed a trend... He went to Minnesota to even try to eat crumbs off of …
Bro is getting money off rage baiting his racist followers. I used to think the scam pranks were funny then noticed a trend... He went to Minnesota to even try to eat crumbs off of nick.. Too late so you hitch a bust north to Canada to figure out the next race bait to rage your audience. I thought this guy was cool but ever since being chased in Italy he hasn't been the same...
Identity Attack0.17070955
Insult0.26957804
Profanity0.041661996
Threat0.020782012
Severe Toxicity0.010299683
Moderate 0.32128486 Moderate Con 0.485 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians themselves are responsible because a good few of them are running illegal education rackets blessed by their respected governments. Why Indians because Indians want to get out their messy country where jobs are scarce, …
Canadians themselves are responsible because a good few of them are running illegal education rackets blessed by their respected governments. Why Indians because Indians want to get out their messy country where jobs are scarce, lawlessness corruption is extreme on top countries like UK Canada Australia and NZ are making billions out of these so-called students. On top they are getting 19-year-old to 30-year educated healthy young ones to work for them for pittance. Your government knows it very well and they should be blamed for the mess. Wait a few years more
Identity Attack0.34974504
Insult0.24928534
Profanity0.051181246
Threat0.0089712385
Severe Toxicity0.012054443
Moderate 0.32128486 Moderate Con 0.482 Policy_Critique
Oct 2, 2025 1 likes IRCC Names India in Study …
A new Indian reservation might get established, the Canadian government might have to kidnap their kids in order to set up Indian Schools and ban alcohol sales around the area.
A new Indian reservation might get established, the Canadian government might have to kidnap their kids in order to set up Indian Schools and ban alcohol sales around the area.
Identity Attack0.32184324
Insult0.09124154
Profanity0.079025
Threat0.34804323
Severe Toxicity0.020902663
Moderate 0.32074678 Low Con 0.221 Unverified_Claim
Feb 5, 2026 Inside Canada's Indian Invasion...
There's ABSOLUTEY NO INCENTIVE for immigrants to LEARN TO SPEAK PROPER ENGLISH WHILE ON THE JOB .....because companies will hire them anyways.... they GET THE GREEN LIGHT!!!!!! THIS IS NOT A RACIST THOUGHT/BELIEF ..... THESE …
There's ABSOLUTEY NO INCENTIVE for immigrants to LEARN TO SPEAK PROPER ENGLISH WHILE ON THE JOB .....because companies will hire them anyways.... they GET THE GREEN LIGHT!!!!!! THIS IS NOT A RACIST THOUGHT/BELIEF ..... THESE ARE FACTS!!!!!!
Identity Attack0.34324843
Insult0.1342682
Profanity0.022628209
Threat0.00746953
Severe Toxicity0.012207031
Moderate 0.32074678 Moderate Con 0.311 Policy_Critique
Jan 27, 2026 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.