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: "We are about to hit …" 97 comments · Page 3 of 4
When my family went over the border from Washington State, it’s one of the first things I’ve noticed. I almost got hit in Vancouver Canada and he just drove off like it was nothing. There’s …
When my family went over the border from Washington State, it’s one of the first things I’ve noticed. I almost got hit in Vancouver Canada and he just drove off like it was nothing. There’s a lot of Arabs too.
Identity Attack0.37655997
Insult0.09416737
Profanity0.091633186
Threat0.061089642
Severe Toxicity0.015673593
Low Tox 0.29405528 Constructive 0.558 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
When they call you name is because you hit the nail in the head...
When they call you name is because you hit the nail in the head...
Identity Attack0.0049577127
Insult0.110259406
Profanity0.03239325
Threat0.24484909
Severe Toxicity0.009460449
Low Tox 0.28547668 Moderate Con 0.344 Meta_Commentary
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Bye, don’t let the door hit you in the a$$ on your way out!!!
Bye, don’t let the door hit you in the a$$ on your way out!!!
Identity Attack0.00776955
Insult0.06424874
Profanity0.05543986
Threat0.24878941
Severe Toxicity0.0128976675
Low Tox 0.28547668 Low Con 0.277 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
Hit the Like
Hit the Like
Identity Attack0.023595277
Insult0.032689095
Profanity0.12035047
Threat0.34804323
Severe Toxicity0.019740647
Low Tox 0.28425202 Moderate Con 0.397 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
Didnt some Indian truck driver run a stop sign, hit a bus carrying a junior hockey team and killed 16 people? And he only got 8 years?
Didnt some Indian truck driver run a stop sign, hit a bus carrying a junior hockey team and killed 16 people? And he only got 8 years?
Identity Attack0.23011416
Insult0.06858205
Profanity0.02973333
Threat0.2836219
Severe Toxicity0.015996376
Low Tox 0.2820025 Moderate Con 0.383
Jan 27, 2026 151 likes Inside Canada's Indian Invasion...
The, 'CULTURAL ARROGANCE', of the, we can do anything we want culture. We can have as many gangs as we want, we can have as many guns as we want, we can do as many …
The, 'CULTURAL ARROGANCE', of the, we can do anything we want culture. We can have as many gangs as we want, we can have as many guns as we want, we can do as many shootings as we want, we can drive as dangerously as we want, we can do as many extortion attempt shootings as we want, we can operate our dumptrucks/oversize vehicles as recklessly as want, we can hit as many overpasses as we want, we dont have to have customer service skills, nor be able to communicate so you understand us, and on and on! "Immigration without Assimilation is an Invasion." Indians are the number one threat to our society and our safety! You say, 'Racist', I say, 'Realist.'
Identity Attack0.028886627
Insult0.15911613
Profanity0.049928714
Threat0.20938614
Severe Toxicity0.01322045
Low Tox 0.27975297 Moderate Con 0.378 Fear_Threat
Feb 9, 2026 1 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 …
Hit the road jack
Hit the road jack
Identity Attack0.026207991
Insult0.06267534
Profanity0.1067334
Threat0.34804323
Severe Toxicity0.019224197
Low Tox 0.2786282 Low Con 0.254 Call_To_Action
Jan 17, 2026 2.9 million Canadian temporary visas …
I am an immigrant,I never abused the system, never took what was not mine, I worked hard and I am nurse, I waited four years to purchase my dream car and 2 months in, the …
I am an immigrant,I never abused the system, never took what was not mine, I worked hard and I am nurse, I waited four years to purchase my dream car and 2 months in, the person who don’t use road codes or stop light hit my car! I worked hard and I am kind and respectful…. People who steal DAILY gets a slap on their wrist and gets their Canadian citizenship right away. I don’t eat or drink and place my cup on store shelves with clothes that other people are about to purchase. Canada is not safe anymore! All the jobs are going to a set of immigrants who acts like pigs! Driving in the dowtown area, u have to keep your foot on the break because there WILL be about 20 bikes that will ride in front of your car without notice . I work so hard and sometimes it’s so overwhelming, the last time this got to me…. I had to go and take a little vacation…. No I could not afford it but it’s better than getting stressed out because Canada is becoming a 3rd world country!!! There are HONEST people who work so hard and cannot afford anything , not even their rent! WE ARE FED UP, it is not the older immigrants, it is the new ones that are destroying the country and turning it into trash!
Identity Attack0.09741807
Insult0.15698463
Profanity0.060951006
Threat0.2330281
Severe Toxicity0.016383713
Low Tox 0.27525392 Constructive 0.691
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
If immigration is judged by contribution, Indian immigrants are objectively a net positive, unlike other groups such as Somalians, Afghans etc. Indians, they work, pay taxes, and are overrepresented in high skill fields like engineering, …
If immigration is judged by contribution, Indian immigrants are objectively a net positive, unlike other groups such as Somalians, Afghans etc. Indians, they work, pay taxes, and are overrepresented in high skill fields like engineering, medicine, and tech. Silicon Valley runs on Indian talent, founders, CEOs, and engineers. Remove Indian immigrants and the U.S. tech sector would take a massive hit. That’s not opinion, that’s reality.
Identity Attack0.36702603
Insult0.0654725
Profanity0.018529098
Threat0.05688698
Severe Toxicity0.013478675
Low Tox 0.2667042 Constructive 0.525 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just yesterday East Indian dude hit my truck that was parked by the house , and was trying to say that’s my fault haha 😆
Just yesterday East Indian dude hit my truck that was parked by the house , and was trying to say that’s my fault haha 😆
Identity Attack0.21470967
Insult0.0573046
Profanity0.10797132
Threat0.11922921
Severe Toxicity0.01412424
Low Tox 0.26293078 Moderate Con 0.462 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since …
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since those days. How far down you’ll climb for content is sad. Modesto don’t love you like that. Those around you gassing you up, telling you you’re special and you make a difference are lying to you. Find Christ, find a purpose, hit the gym, do something productive. But do something else mad, it’s just sad. You’ve aligned yourself with people who have devious, self serving intentions. Think harder man
Identity Attack0.017867407
Insult0.18107465
Profanity0.07740857
Threat0.010239923
Severe Toxicity0.0075149536
Low Tox 0.25462922 Constructive 0.55 Personal_Narrative
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Oh bro hit up surrey b.c. theres a gang war going on right now.
Oh bro hit up surrey b.c. theres a gang war going on right now.
Identity Attack0.014149316
Insult0.030375287
Profanity0.047173142
Threat0.34804323
Severe Toxicity0.0118255615
Low Tox 0.23812068 Moderate Con 0.316 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Man you hit the nail right on the head . I could not say it any better .
Man you hit the nail right on the head . I could not say it any better .
Identity Attack0.0065486208
Insult0.060752302
Profanity0.052183274
Threat0.13815513
Severe Toxicity0.009841919
Low Tox 0.21374844 Constructive 0.529
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I'm from canada, buddy, and you are hitting it on the coffin brother Good job on exposing this BS .People need to hear everything and see it
I'm from canada, buddy, and you are hitting it on the coffin brother Good job on exposing this BS .People need to hear everything and see it
Identity Attack0.026207991
Insult0.0838533
Profanity0.11292298
Threat0.016120117
Severe Toxicity0.0076675415
Low Tox 0.20572066 Constructive 0.594
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
These immigrants are making life harder for regular Canadians in multiple ways. They often live and work without any legal documentation, supported by landlords and employers who are complicit in these illegal arrangements. This leads …
These immigrants are making life harder for regular Canadians in multiple ways. They often live and work without any legal documentation, supported by landlords and employers who are complicit in these illegal arrangements. This leads to unsafe housing conditions and unregulated workplaces. On the roads, many pay Indian-owned driving schools to bypass the proper tests, and then drive without registration or insurance, contributing to hit-and-runs, unsafe roads, and higher insurance premiums for everyone. In housing, the high number of newcomers increases demand, driving up prices and making it harder for Canadians to afford homes. In employment, corporations like "Singh" Hortons prefer hiring these workers who will accept lower pay, no benefits, and longer, illegal shifts, leaving Canadian youth with fewer job opportunities. Overall, these practices are making life significantly harder for regular Canadians.
Identity Attack0.21866
Insult0.0818789
Profanity0.01846078
Threat0.008259222
Severe Toxicity0.005836487
Low Tox 0.20335422 Constructive 0.642 Economic_Argument
Sep 30, 2025 IRCC Names India in Study …
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto …
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto shelters in what seemed like a blink of a eye every shelter became 80% north African Muslim men ,they were given cash allowances to buy their own food $80 a day plus welfare cheques once a month boosted up with TTC allowance $157 clothing allowances and yes they were all given money to buy laptops and smart phones apparently so they can keep in touch with their families back in Africa, in the last shelter I stayed in there was only 6 white Canadian born homeless people living there and 94 north Africans whom we started to notice were being housed only to have the next one take up their cott space housed yes and when we started looking into how they were getting housed so fast when we were apparently on a 37,000 name waiting list for housing with our housing workers telling us it will take 10 years if we are lucky then we found out about the secret housing program that these fresh off the boat immigrants were getting market value apartments of their choice you pick the government pays one African we befriended ( he wasn't a believer in Islam shush or they'll kill him) got a 1 bedroom condo apartment over looking Toronto's Island airport $2,700 a month and the government payed for all his furnishings, so now we knew and we approached the on site housing workers asking why we weren't told about COHB at first they tried to deny it existed but researching we had all the information first these COHB forms were to be handed out to those with seniority length of stay so as to cut out on abuse being that they are worth over $250,000 after ten years of paying your rent as in free housing for life , then we discovered the staff were making false entries on our files claiming some of us lost our seniority for fighting claiming we were kicked out for 14 days others for smoking violations what they didn't think we knew was on admission to any shelter you sign a agreement that they are videoing you and keeping a file on you that also stated we are allowed to have up to date copies of our files then during the 2 weeks we were supposedly kicked out we asked for the videos from that period once they realized we had a advocate working for us who a l so supplies lawyers to us should we need so they got caught then management called us all up for a meeting and that's when we hit him with a bombshell yes the shelters are staffed with immigrants from the same African countries this Hoard is coming from and we have a sworn statement saying they are charging $10,000 for these guaranteed housing forms yes $10,000 that's what our none Muslim African shelter friend payed for his form and why he's now living free in easily close to a million dollar condo and believe me the cars parked there show it, ok so after we busted them guess what 6 whites who were all born in Canada and have lived a average of 3.5 years in a shelter all got housed in apartments of our choosing mind we did get ours fully furnished by the government like all these illegal Christian hating islamists get free housing free food free clothing free medical free dental free prescription drugs and a free huge monthly welfare cheque Rebel news please contact us we want every Canadian to know what's going on and how we Canadians are being left out, p.s just go to any money transfer business at the end of the month and you'll see line ups of these north Africans wiring money back to their wives and families even boxing up all the mountains of free clothing sending it to Africa same what they're doing with all the prescription drugs they are getting for free everything is about making money taking taking taking not putting anything back , now I sleep soundly no one stealing my belongings no more catching a different cold every week no more being called a filthy infidel which seems to be their favorite word COHB look that up and if your living paycheck to paycheck working 2 jobs just get to a shelter say one with 94 Africans who will all be housed shortly leaving you the most seniority easy peasy but remember to keep a eye on your file for false entries or borrow $10,000 to buy one
Identity Attack0.20878418
Insult0.0777699
Profanity0.025770858
Threat0.007819066
Severe Toxicity0.0075531006
Low Tox 0.20102765 Constructive 0.78 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
If you order a dish you will get every content of it not the cheese only. ... Illegal immigration is always worst but you have invaded countries together with United States, canada supported US Karma …
If you order a dish you will get every content of it not the cheese only. ... Illegal immigration is always worst but you have invaded countries together with United States, canada supported US Karma always hits back
Identity Attack0.1294935
Insult0.070799805
Profanity0.0138151245
Threat0.008556974
Severe Toxicity0.004558563
Low Tox 0.1996317 Moderate Con 0.379 Moral_Argument
Nov 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
When the youth hit a wall give them a helmet
When the youth hit a wall give them a helmet
Identity Attack0.024801146
Insult0.026058068
Profanity0.03715288
Threat0.14802226
Severe Toxicity0.009155273
Low Tox 0.19939905 Low Con 0.234
Jan 3, 2026 New rules, regulations take effect …
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said …
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said "C'mon over..." Our path forward is to purge our nation of illegal immigrants, PRs that aren't hitting the metrics, students with expired visas and of course criminals who are not Canadians. Once we've cleaned house we need to treat our country like the prize that it can be and only invite in those who fit in with our psyche and economic needs. Just because someone shows up at our border doesn't mean that they belong in Canada.
Identity Attack0.11163961
Insult0.0838533
Profanity0.02167175
Threat0.011146127
Severe Toxicity0.0062561035
Low Tox 0.18459146 Constructive 0.59 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Our bloody roads on Vancouver Island are now clogged with all the imports. Not only are they clogged the accident rate has gone up a lot. I'm hitting traffic blockage because of the auto accidents …
Our bloody roads on Vancouver Island are now clogged with all the imports. Not only are they clogged the accident rate has gone up a lot. I'm hitting traffic blockage because of the auto accidents way too often. Never mind the mindset of these people. Now the locals are driving dangerously because it is common for you to get stuck behind these people. People clogging the passing lane, driving under the speed limit or better yet, they randomly hit the brakes on the hyway. which cause things to be dangerous. We are soooo made at what's going on. Everyone seems to not like when these arrivals get jobs in our local town and are ignorant by talking in their language. We have NO doctors anymore and all medical issues have to wait 6 months to get treatment now. 5 times I tried to get bloodwork in our small town. I ended up having to drive to the city to get this done. Twice I've had to do this now.
Identity Attack0.010803374
Insult0.09563028
Profanity0.046171114
Threat0.013217449
Severe Toxicity0.0051116943
Low Tox 0.18269104 Constructive 0.743 Fear_Threat
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
I’ve witnessed an Indian driver pushing another car out of the way just to get through. I also witnessed an accident. Indian drivers were running the red light end up hit another car.
I’ve witnessed an Indian driver pushing another car out of the way just to get through. I also witnessed an accident. Indian drivers were running the red light end up hit another car.
Identity Attack0.19495805
Insult0.028392024
Profanity0.030389199
Threat0.085497424
Severe Toxicity0.0065994263
Low Tox 0.17805049 Constructive 0.519 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
the government better stop this before someone come into there house like Ryan wedding hit squad
the government better stop this before someone come into there house like Ryan wedding hit squad
Identity Attack0.0075845607
Insult0.037980765
Profanity0.028776871
Threat0.13279422
Severe Toxicity0.005607605
Low Tox 0.17545098 Low Con 0.192 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
These smash and grabs are a problem, some of these stores are hit multiple times. Perhaps tthese store owners should get a few trained police dogs for protection. Another problem is the.leniency of the courts …
These smash and grabs are a problem, some of these stores are hit multiple times. Perhaps tthese store owners should get a few trained police dogs for protection. Another problem is the.leniency of the courts for these immigrants. Special laws for immigrants is not how to deal with problems.
Identity Attack0.1007269
Insult0.053205602
Profanity0.021398475
Threat0.053007595
Severe Toxicity0.005493164
Low Tox 0.1693855 Constructive 0.658
Aug 26, 2025 Why Canadians Are Turning Against …
Talks about his 2 sons hit bij a driver like its normal,...what the F
Talks about his 2 sons hit bij a driver like its normal,...what the F
Identity Attack0.0029968263
Insult0.045593183
Profanity0.31761163
Threat0.011327368
Severe Toxicity0.023076924
Low Tox 0.15932569 Moderate Con 0.384 Personal_Narrative
Jan 28, 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.