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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 #}

Comment Explorer

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Active: "Over the years I have …" 1,624 comments · Page 7 of 65
Indians are terriable drivers, one hit me last year and somehow had a lot of money to hire a lawyer to make 0% his fault.
Indians are terriable drivers, one hit me last year and somehow had a lot of money to hire a lawyer to make 0% his fault.
Identity Attack0.55044734
Insult0.44464502
Profanity0.24438259
Threat0.029069828
Severe Toxicity0.03590374
Moderate 0.51980776 Moderate Con 0.399 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
"Aiesha" is the islamic false prophets 6 year old child wife's name. This ladies father would have named her that idolizing muhommads child wife. This proves our immigration board is being ran by foreign terrorists …
"Aiesha" is the islamic false prophets 6 year old child wife's name. This ladies father would have named her that idolizing muhommads child wife. This proves our immigration board is being ran by foreign terrorists children. Who are aiesha zakars parents.
Identity Attack0.5502601
Insult0.48569724
Profanity0.16729468
Threat0.042662576
Severe Toxicity0.08859174
Moderate 0.51980776 Low Con 0.223 Identity Attack Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
LIES ! Lies Lies ! As Neil deGrasse Tyson would say it ! Pretending to be decent people…….THAT “”white/Cream ”” woman ! In the 51 years I have lived in Ontario as a Canadian Citizen……Canada …
LIES ! Lies Lies ! As Neil deGrasse Tyson would say it ! Pretending to be decent people…….THAT “”white/Cream ”” woman ! In the 51 years I have lived in Ontario as a Canadian Citizen……Canada have always been a Racist Country Starting with The Indigenous people Of Canada !!! Remember Mike Harris the Butcher !!!
Identity Attack0.50588524
Insult0.48675314
Profanity0.042413518
Threat0.008285114
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.364 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
Come to my country we are sick of the chinese, Indian and white people here too.....the British force us to accept them for us to get independence 70 years ago and then they left all …
Come to my country we are sick of the chinese, Indian and white people here too.....the British force us to accept them for us to get independence 70 years ago and then they left all these Indian and chinese here and they refused to assimilate of evern speak local language....
Identity Attack0.6007182
Insult0.42367843
Profanity0.19401662
Threat0.031314444
Severe Toxicity0.045767322
Moderate 0.51980776 Moderate Con 0.43 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
can we get a fcking break from india? for at least 5 years? i feel the country would heal in that time
can we get a fcking break from india? for at least 5 years? i feel the country would heal in that time
Identity Attack0.36702603
Insult0.26957804
Profanity0.5722072
Threat0.04029291
Severe Toxicity0.08859174
Moderate 0.51980776 Moderate Con 0.322 Fear_Threat
Sep 30, 2025 IRCC Names India in Study …
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. …
The liberal terror show has got to go. They are absolutely terrorists. Our government is run by a bunch of quacks... If you are a come as a refugee, you get $83000 net, take home. How many people in one family can milk that? Did you know if you're a working person? You would have to gross Almost $160,000 per year. In order to net 83000 Which is what they get to come here. It's an absolute disgrace, absolute insanity and a disgrace to every hard-working Canadian.!.😢😮
Identity Attack0.37953663
Insult0.54471385
Profanity0.10023434
Threat0.017674083
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.42 Insult Unverified_Claim
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Over a million punjab came to Canada in the last 20 years no doubt no one is able to find work or buy a home. Our country is f.cked
Over a million punjab came to Canada in the last 20 years no doubt no one is able to find work or buy a home. Our country is f.cked
Identity Attack0.29951343
Insult0.4339631
Profanity0.49576873
Threat0.009048914
Severe Toxicity0.034110364
Moderate 0.51980776 Constructive 0.501 Economic_Argument
Jan 27, 2026 924 likes Inside Canada's Indian Invasion...
Im sick of these people coming into OUR country and straight up ignoring our laws!!!! They literally make the older kids like 6 years old watch and babysit the 2+ year old while they run …
Im sick of these people coming into OUR country and straight up ignoring our laws!!!! They literally make the older kids like 6 years old watch and babysit the 2+ year old while they run the roads in the city by themselves all hours and when you see these people getting in their cars they DONT buckle their children in their seats. The immigrants who come here and disrespect everything need to go💯 i know some of them are actually coming here for help and a better life and they do try but the majority of these immigrants need to follow our laws or leave 💯
Identity Attack0.5135796
Insult0.4810288
Profanity0.20483992
Threat0.0287245
Severe Toxicity0.16960317
Moderate 0.51980776 Constructive 0.537 Identity Attack
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Sixty years ago Brampton was a farming town of 18,000 people? What a complete and utter load of shit. Sixty years ago is 1965. My family moved here in '79, and at that time it …
Sixty years ago Brampton was a farming town of 18,000 people? What a complete and utter load of shit. Sixty years ago is 1965. My family moved here in '79, and at that time it hadn't been a farming town for decades. Hell, when we moved here the Bramalea part of the city had a population well over 18,000 people, never mind Brampton as a whole. And that old church you talked about was a synagogue. I know because I grew up a few blocks from there in Professors Lake.
Identity Attack0.11512129
Insult0.4339631
Profanity0.5188411
Threat0.012337137
Severe Toxicity0.02425631
Moderate 0.51869136 Constructive 0.701
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian immigrants have been using and abusing Canada for years. Close the door and deport.
Indian immigrants have been using and abusing Canada for years. Close the door and deport.
Identity Attack0.6007182
Insult0.36798462
Profanity0.07223598
Threat0.13532294
Severe Toxicity0.034110364
Moderate 0.51869136 Low Con 0.201 Identity Attack Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
We would only be lucky if all our immigrants came from India because in my 30 plus years of interactions with them I'd say bring more of them and stop bringing in Islamic terrorists Pakistani …
We would only be lucky if all our immigrants came from India because in my 30 plus years of interactions with them I'd say bring more of them and stop bringing in Islamic terrorists Pakistani at that, you never hear of a suicide bomber from India blowing himself up on our buses subways schools etc as Muslims do yes we had a air India bombing from infighting but that's so rare because their religion doesn't teach them to convert or kill like piss lam does and that thing Muslims do because their Quran teaches them its okay you know sexually enslaving our infidels girls, another good point is they will fight side by side with us once the Muslims start following their qurans and wage jihad on our asses
Identity Attack0.56445944
Insult0.47357693
Profanity0.36230123
Threat0.3733964
Severe Toxicity0.27908814
Moderate 0.51869136 Constructive 0.607 Identity Attack Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
My Family has been here for over 300 years, the last segment of my family arrived in 1852. You can go home after you destroy this nation where the fuck do I go. I used …
My Family has been here for over 300 years, the last segment of my family arrived in 1852. You can go home after you destroy this nation where the fuck do I go. I used be proud of being of Canadian but now all I feel is rage.
Identity Attack0.32768643
Insult0.36709076
Profanity0.542788
Threat0.0347677
Severe Toxicity0.0394905
Moderate 0.51869136 Moderate Con 0.46
Dec 12, 2025 Why Canadians Are Turning Against …
Why are international students being told they might be able to stay?!?????!? You're a scumbag Mr. Immigration lawyer! After they graduate and leave, they can apply like everyone else and get in line. Their time …
Why are international students being told they might be able to stay?!?????!? You're a scumbag Mr. Immigration lawyer! After they graduate and leave, they can apply like everyone else and get in line. Their time as a student should not count for anything. Why are we fasttracking bringing grandparents of new Canadians or PR's? They don't pay taxes and put extra burden on healthcare and CPP. PR's should not be able to bring other extended family members at all. Canada's immigration system hit the breaking point 10 years ago when that failed part-time high school drama teacher took the wrecking ball to it.
Identity Attack0.20483385
Insult0.5678696
Profanity0.2395431
Threat0.009903334
Severe Toxicity0.023076924
Moderate 0.51869136 Moderate Con 0.451 Insult Policy_Critique
Jan 19, 2026 32 likes Why Canada’s immigration system has …
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has …
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has multiple churches taken over by Indians. Hard to explain the anger when an old picture of your Grandfather you never met gets taken down and the church taken over in exhange for some Hindu bullshit. Also the sikh temple guy saying everything is the same - their culture is unbelievably different than any western culture. We are unfortunately just not the same and don't have the same values. Takes a lot for us Canadians to get this fed up with a foreigner. We have always been the most multicultural.
Identity Attack0.5135796
Insult0.4810288
Profanity0.44752163
Threat0.032005094
Severe Toxicity0.15706694
Moderate 0.5140397 Constructive 0.735 Identity Attack Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Atleast we are peacefull not like follower of a 6 year old girl rapist 😢
Atleast we are peacefull not like follower of a 6 year old girl rapist 😢
Identity Attack0.16993292
Insult0.40243408
Profanity0.3424554
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.5140397 Moderate Con 0.33 Unverified_Claim
Dec 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a Floridian, I apologize for this hateful nonsense. I don’t blame you at all for not coming down here. If I could, I would spend all year in Canada.
As a Floridian, I apologize for this hateful nonsense. I don’t blame you at all for not coming down here. If I could, I would spend all year in Canada.
Identity Attack0.0017237385
Insult0.38795334
Profanity0.00048769277
Threat0.00014774644
Severe Toxicity0.0000046496625
Moderate 0.5124914
Dec 9, 2025
WHY DO WE EVEN NEED IMMIGRANTS ANYMORE? Every government for the past 50 years has ignored WHY our birthrates are declining. Every government in the past 50 years has ignored the cultural destruction occurring because …
WHY DO WE EVEN NEED IMMIGRANTS ANYMORE? Every government for the past 50 years has ignored WHY our birthrates are declining. Every government in the past 50 years has ignored the cultural destruction occurring because they flood us with people from 3rd world 💩 holes rather than white European Christians with shared values, heritage, & ethics. Immigrants are not only of ZERO VALUE today, but are permanently destroying everything that made us a united, cohesive, safe, democratic, free society.
Identity Attack0.5502601
Insult0.47384647
Profanity0.2801717
Threat0.039947584
Severe Toxicity0.16960317
Moderate 0.509388 Low Con 0.271 Identity Attack Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of …
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of unskilled multiple children asylum seekers??? Who now drive brand new cars b3cause trudope pays for their rent the food etc and what do they do ? Door dash skip the dishes drivers they are a drag on society BUT if u need a home care worker to look after our disabled people u can’t bring in foreigners, those agencies are in dire need of staff but trudope brings in door dash drivers thank god that drama queen resigned in disgrace
Identity Attack0.3817989
Insult0.54471385
Profanity0.26638454
Threat0.012181788
Severe Toxicity0.023505108
Moderate 0.509388 Constructive 0.541 Insult Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
What a bunch of liars! I have lived in Canada for 25 years now and have seen Brampton grow infront of me. Brampton was place where no one wanted to go, that is why property …
What a bunch of liars! I have lived in Canada for 25 years now and have seen Brampton grow infront of me. Brampton was place where no one wanted to go, that is why property were dirt cheap. Immigrants coming from poorer countries like India settled there because of cheaper property. Brampton today is what it is, because of settler from these countries. It was never multi cultural, in fact 90% Brampton land were empty 20 years ago.
Identity Attack0.18313584
Insult0.5739874
Profanity0.07191269
Threat0.0074565844
Severe Toxicity0.013866014
Moderate 0.509388 Constructive 0.667 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian, I don’t know why Canadians are so scared to say it but we’re sick of this sh!t! Peoples relatives are dying cause the healthcare system is flooded. Housing market is rising every …
As a Canadian, I don’t know why Canadians are so scared to say it but we’re sick of this sh!t! Peoples relatives are dying cause the healthcare system is flooded. Housing market is rising every year And to top it all off they don’t respect our countries policies and traditions, why should we respect there’s?
Identity Attack0.1714862
Insult0.40975618
Profanity0.5013569
Threat0.012803185
Severe Toxicity0.02373986
Moderate 0.50789946 Constructive 0.549 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
The one video you say we can't survive without Indiana we have been doing it for years what do you think is going to change I am a true Canadian everybody is welcomed but do …
The one video you say we can't survive without Indiana we have been doing it for years what do you think is going to change I am a true Canadian everybody is welcomed but do not f****** change our way of life make the gentleman said leave your s*** out the door I don't understand a lot of use come to our country because it's so bad where you're coming from that's great you have somewhere safe to go and we accept you even on the fact that you and try and change our way of life please somebody out there stand up against all of this we need one person to stand up and we will follow let's get our Canada back there will be a war before you take it over and trust me you don't want that America learn not to f*** with us cuz we burnt their house down trust me we will burn yours down too I am not racist at all but for us being nice you are putting us into poverty work with us not against us or sooner or later you will regret it don't change our way of life we don't go to your country and do it Canadians have a lot of passion and helping people sooner or later we get fed up and then regrets happen
Identity Attack0.27875587
Insult0.43296707
Profanity0.5013569
Threat0.034422375
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.736
Sep 10, 2025 Why Canadians Are Turning Against …
I live 10 mins from here, at this point I dont care if they came here 40 years ago, they all need to go. Enough is enough, the city used to be beautiful and now …
I live 10 mins from here, at this point I dont care if they came here 40 years ago, they all need to go. Enough is enough, the city used to be beautiful and now its disgusting, garbage everywhere, 1000s of pedestrians clogging the crosswalks its just too much.
Identity Attack0.1035157
Insult0.54525656
Profanity0.1554785
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.50789946 Constructive 0.511 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
More actual journalism per vid than years of MSM trash.
More actual journalism per vid than years of MSM trash.
Identity Attack0.060220852
Insult0.54471385
Profanity0.15812257
Threat0.0077802283
Severe Toxicity0.01483436
Moderate 0.50789946 Low Con 0.197 Insult Meta_Commentary
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
The government destabalised Canada for a reason. It is a part of a strategy for fascist regimes to take over a country and it's resources. I read a book by Naomi Klein several years ago …
The government destabalised Canada for a reason. It is a part of a strategy for fascist regimes to take over a country and it's resources. I read a book by Naomi Klein several years ago called "Shock Doctrine" where she outlines this strategy and breaks it down. This did not happen by accident or because of stupidity or bad government. It was strategic and part of the plan.
Identity Attack0.052944973
Insult0.5723624
Profanity0.19770569
Threat0.009281937
Severe Toxicity0.013478675
Moderate 0.50789946 Constructive 0.63 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Whites wont exist in 100 years.
Whites wont exist in 100 years.
Identity Attack0.57150364
Insult0.31740165
Profanity0.20139475
Threat0.13815513
Severe Toxicity0.12809667
Moderate 0.50789946 Low Con 0.131 Identity Attack Fear_Threat
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.